Research
Vice President and Distinguished Scientist
Riccardo Fogliato, Abhinav Palia, Xiawei Wang, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Nicholas Pangakis, Sharman Tan, Dan Vann, Hannah Washington, P. A. Dow, Heba Elfardy, Hanna Wallach, Sandeep Atluri
August 2026
arXiv | August 2026
Wesley Deng, Agathe Balayn, Andrew D. Selbst, Jason I. Hong, Motahhare Eslami, Kenneth Holstein, Hanna Wallach, Jennifer Wortman Vaughan, Solon Barocas
August 2026
arXiv | August 2026
Dhruv Agarwal, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Hussein Mozannar, Hannah Washington, Alexandra Chouldechova, Solon Barocas, Hanna Wallach
May 2026
arXiv | May 2026
Alex Chouldechova, A. Feder Cooper, Solon Barocas, Abhinav Palia, Dan Vann, Hanna Wallach
NeurIPS 2025 | October 2025
Emma Harvey, Emily Sheng, Su Lin Blodgett, Alex Chouldechova, Jean Garcia-Gathright, Alexandra Olteanu, Hanna Wallach
Findings of the Association for Computational Linguistics: ACL 2025 | July 2025
Emily Corvi, Hannah Washington, Stefanie Reed, Chad Atalla, Alex Chouldechova, Alex Dow, Jean Garcia-Gathright, Nick Pangakis, Emily Sheng, Dan Vann, Matthew Vogel, Hanna Wallach
March 2025
March 2025
Luke Guerdan, Solon Barocas, Kenneth Holstein, Hanna Wallach, Zhiwei Steven Wu, Alex Chouldechova
NeurIPS 2025 | March 2025
Hanna Wallach, Meera Desai, A. Feder Cooper, Angelina Wang, Chad Atalla, Solon Barocas, Su Lin Blodgett, Alex Chouldechova, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Nick Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
ICML 2025 | January 2025
A. F. Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Matthew Jagielski, Katja Filippova, Ken Ziyu Liu, Alex Chouldechova, Jamie Hayes, Yangsibo Huang, Niloofar Mireshghallah, Ilia Shumailov, Eleni Triantafillou, Peter Kairouz, N. Mitchell, Percy Liang, Daniel E. Ho, Yejin Choi, Sanmi Koyejo, Fernando Delgado, James Grimmelmann, Vitaly Shmatikov, Christopher De Sa, Solon Barocas, A. Cyphert, Mark A. Lemley, danah boyd, Jennifer Wortman Vaughan, M. Brundage, David Bau, Seth Neel, Abigail Z. Jacobs, Andreas Terzis, Hanna Wallach, Nicolas Papernot, Katherine Lee
NeurIPS 2025 | December 2024
Alex Chouldechova, Chad Atalla, Solon Barocas, A. Feder Cooper, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Nick Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Matthew Vogel, Hannah Washington, Hanna Wallach
December 2024
December 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
Published by Microsoft
Emma Harvey, Emily Sheng, Su Lin Blodgett, Alex Chouldechova, Jean Garcia-Gathright, Alexandra Olteanu, Hanna Wallach
November 2024
November 2024
Alex Dow, Jennifer Wortman Vaughan, Solon Barocas, Chad Atalla, Alex Chouldechova, Hanna Wallach
November 2024
November 2024
Hanna Wallach, Meera Desai, Nick Pangakis, A. Feder Cooper, Angelina Wang, Solon Barocas, Alex Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
November 2024
November 2024
Jay Cunningham, Su Lin Blodgett, Hal Daumé III, Christina Harrington, Hanna Wallach, Michael Madaio
Findings of the Association for Computational Linguistics: ACL 2024 | August 2024
Li Lucy, Su Lin Blodgett, Milad Shokouhi, Hanna Wallach, Alexandra Olteanu
NAACL 2024 | June 2024
Michael Madaio, Jingya Chen, Hanna Wallach, Jennifer Wortman Vaughan
Computer-Supported Cooperative Work | April 2024
Ahmed Magooda, Alec Helyar, Kyle Jackson, David Sullivan, Chad Atalla, Emily Sheng, Dan Vann, Richard Edgar, Hamid Palangi, Roman Lutz, Hongliang Kong, Vincent Yun, Eslam Kamal, Federico Zarfati, Hanna Wallach, Sarah Bird, Mei Chen
ArXiv | October 2023
Ahmed Magooda, Alec Helyar, Kyle Jackson, David Sullivan, Chad Atalla, Emily Sheng, Dan Vann, Richard Edgar, Hamid Palangi, Roman Lutz, Hongliang Kong, Vincent Yun, Eslam Kamal, Federico Zarfati, Hanna Wallach, Sarah Bird, Mei Chen
October 2023
Eve Fleisig, Aubrie Amstutz, Chad Atalla, Su Lin Blodgett, Hal Daumé III, Alexandra Olteanu, Emily Sheng, Dan Vann, Hanna Wallach
ACL 2023 | July 2023
Jared Katzman, Angelina Wang, Morgan Scheuerman, Su Lin Blodgett, Kristen Laird, Hanna Wallach, Solon Barocas
AAAI 2022 | February 2023
Amy K. Heger, Liz B. Marquis, Mihaela Vorvoreanu, Hanna Wallach, Jennifer Wortman Vaughan
Conference on Computer Supported Cooperative Work | November 2022
Kristen Laird, Solon Barocas, Hanna Wallach, Angelina Wang
June 2022
Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna Wallach, Jennifer Wortman Vaughan
FAccT 2022 | May 2022
Michael Madaio, Lisa Egede, Hariharan Subramonyam, Jennifer Wortman Vaughan, Hanna Wallach
25th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2022) | February 2022
Jennifer Wortman Vaughan, Hanna Wallach
In Machines We Trust: Perspectives on Dependable AI | Published by MIT Press | 2021
Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford
Communications of the ACM | December 2021, Vol 64(12): pp. 86-92
Alex Okeson, Rich Caruana, Nick Craswell, Kori Inkpen, Scott M. Lundberg, Harsha Nori, Hanna Wallach, Jennifer Wortman Vaughan
Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | December 2021
David Alvarez-Melis, Harmanpreet Kaur, Hal Daumé III, Hanna Wallach, Jennifer Wortman Vaughan
HCOMP 2021 | September 2021
Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
ACL-IJCNLP 2021 | August 2021
Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé III, Miro Dudík, Benjamin Fish, Mary L. Gray, Brent Hecht, Alexandra Olteanu, Forough Poursabzi-Sangdeh, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach, Marion Zepf
Communications of the ACM | July 2021, Vol 67(7): pp. 30-32
https://doi.org/10.1145/3466612
Aaron Schein, Anjali Nagulpally, Hanna Wallach, Patrick Flaherty
Conference on Uncertainty in Artificial Intelligence (UAI) 2021 | June 2021
Forough Poursabzi-Sangdeh, Daniel G. Goldstein, Jake Hofman, Jennifer Wortman Vaughan, Hanna Wallach
CHI 2021 | May 2021
Solon Barocas, Anhong Guo, Ece Kamar, Jacquelyn Krones, Meredith Ringel Morris, Jennifer Wortman Vaughan, Duncan Wadsworth, Hanna Wallach
AIES 2021 | May 2021
Su Lin Blodgett, Michael Madaio, Brendan O’Connor, Hanna Wallach, Qian Yang
EACL 2021 Workshop | April 2021
Abigail Z. Jacobs, Hanna Wallach
Fairness, Accountability, and Transparency (FAccT ’21) | March 2021
Miro Dudík, William Chen, Solon Barocas, Mario Inchiosa, Nick Lewins, Miruna Oprescu, Joy Qiao, Mehrnoosh Sameki, Mario Schlener, Jason Tuo, Hanna Wallach
MSR-TR-2020-34 | September 2020
Published by Microsoft
Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna Wallach
ACL | June 2020
Sarah Bird, Miro Dudík, Richard Edgar, Brandon Horn, Roman Lutz, Vanessa Milan, Mehrnoosh Sameki, Hanna Wallach, Kathleen Walker
MSR-TR-2020-32 | May 2020
Published by Microsoft
Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damian Blasi, Hanna Wallach
May 2020
ArXiv | May 2020
Forough Poursabzi-Sangdeh, Samira Samadi, Jennifer Wortman Vaughan, Hanna Wallach
April 2020
CHI workshop on Human-Centered Approaches to Fair and Responsible AI | April 2020
Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, Rich Caruana, Hanna Wallach, Jennifer Wortman Vaughan
CHI 2020 | April 2020
CHI 2020 Honorable Mention Award
Michael Madaio, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach
CHI Conference on Human Factors in Computing Systems | March 2020
CHI 2020 Best Paper Award
Zach Harned, Hanna Wallach
Florida State University Law Review, Forthcoming | December 2019
David Alvarez-Melis, Hal Daumé III, Jennifer Wortman Vaughan, Hanna Wallach
Workshop on Human-Centric Machine Learning at the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. | October 2019
Anhong Guo, Ece Kamar, Jennifer Wortman Vaughan, Hanna Wallach, Meredith Ringel Morris
ASSETS 2019 Workshop on AI Fairness for People with Disabilities | October 2019
Ken Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach
2019 ACM CHI Conference on Human Factors in Computing Systems | June 2019
Ming Yin, Jennifer Wortman Vaughan, Hanna Wallach
CHI 2019 | May 2019
Honorable Mention Award at CHI 2019
Ming Ying, Jennifer Wortman Vaughan, Hanna Wallach
2019 ACM CHI Conference on Human Factors in Computing Systems | May 2019
Honorable Mention Award at CHI 2019
Alexey Romanov, Maria De-Arteaga, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alex Chouldechova, Sahin Geyik, krishnaram Kenthapadi, Anna Rumshisky, Adam Tauman Kalai
NAACL 2019 | April 2019
Best Paper Award, NAACL 2019
Maria De-Arteaga, Alexey Romanov, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alex Chouldechova, Sahin Geyik, Krishnaram Kenthapadi, Adam Tauman Kalai
FAT* ’19: Conference on Fairness, Accountability, and Transparency | January 2019
Bomin Kim, Aaron Schein, Bruce A. Desmarais, Hanna Wallach
July 2018
July 2018
Alekh Agarwal, Alina Beygelzimer, Miroslav Dudik, John Langford, Hanna Wallach
FATML’17 | March 2018
Rishabh Mehrotra, Ashton Anderson, Fernando Diaz, Amit Sharma, Hanna Wallach, Emine Yilmaz
Proceedings of the 26th International Conference on World Wide Web (Industry Track) | April 2017
James ben-Aaron, Matthew Denny, Bruce Desmarais, Hanna Wallach
Public Administration Review | February 2017, Vol 77: pp. 68-77
Allison June-Barlow Chaney, Hanna Wallach, Matthew Connelly, David M. Blei
EMNLP | November 2016
Glacomo Zanella, Brenda Betancourt, Hanna Wallach, Jeffrey Miller, Abbas Zaidi, Rebecca C. Steorts
30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain | October 2016
Rahul Goel, Sandeep Soni, Naman Goyal, John Paparrizos, Fernando Diaz, Hanna Wallach, Jacob Eisenstein
International Conference on Social Informatics: SocInfo 2016 | October 2016
Sarah Bird, Solon Barocas, Kate Crawford, Hanna Wallach
Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT-ML), New York University | October 2016
Aaron Schein, Hanna Wallach, Mingyuan Zhou
Advances in Neural Information Processing Systems 29 (NIPS 2016) | May 2016
Abram Handler, Matthew Denny, Hanna Wallach, Brendan T. O'Connor
NLP+CSS@EMNLP | April 2016
Aaron Schein, Mingyuan Zhou, David M. Blei, Hanna Wallach
33rd International Conference on Machine Learning (ICML 2016) | April 2016
Computational Social Science: Discovery and Prediction | Published by Cambridge University Press | 2016
Aaron Schein, John Paisley, David M. Blei, Hanna Wallach
Proceedings of the Twenty-First ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2015
Also presented at the Tenth Conference on Bayesian Nonparametrics, 2015
F. Guo, C. Blundell, Hanna Wallach, K. Heller
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics | May 2015
Also presented at the Tenth Conference on Bayesian Nonparametrics, 2015; the Fifth Annual Text as Data Conference, 2014
Medium | December 2014
Scott Counts, Munmun De Choudhury, Jana Diesner, Eric Gilbert, Marta C. Gonzalez, Brian Keegan, Mor Naaman, Hanna Wallach
CSCW'14 | February 2014
Lauren A. Hannah, Hanna Wallach
NIPS Workshop on Modern Machine Learning and Natural Language Processing | January 2014
Winter Mason, Jennifer Wortman Vaughan, Hanna Wallach
Mach Learn | November 2013, Vol 95: pp. 257-260
Kriste Krstovski, David A. Smith, Hanna Wallach, Andrew McGregor
2013 Conference on the Theory of Information Retrieval | September 2013
Aaron Schein, Juston Moore, Hanna Wallach
NIPS 2013 Workshop on Frontiers of Network Analysis | September 2013
DerbyLife | March 2013
ICML 2013 | January 2013
Riccardo Fogliato, Abhinav Palia, Xiawei Wang, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Nicholas Pangakis, Sharman Tan, Dan Vann, Hannah Washington, P. A. Dow, Heba Elfardy, Hanna Wallach, Sandeep Atluri
August 2026
arXiv | August 2026
Dhruv Agarwal, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Hussein Mozannar, Hannah Washington, Alexandra Chouldechova, Solon Barocas, Hanna Wallach
May 2026
arXiv | May 2026
Alex Chouldechova, A. Feder Cooper, Solon Barocas, Abhinav Palia, Dan Vann, Hanna Wallach
NeurIPS 2025 | October 2025
Emily Corvi, Hannah Washington, Stefanie Reed, Chad Atalla, Alex Chouldechova, Alex Dow, Jean Garcia-Gathright, Nick Pangakis, Emily Sheng, Dan Vann, Matthew Vogel, Hanna Wallach
March 2025
March 2025
Luke Guerdan, Solon Barocas, Kenneth Holstein, Hanna Wallach, Zhiwei Steven Wu, Alex Chouldechova
NeurIPS 2025 | March 2025
Hanna Wallach, Meera Desai, A. Feder Cooper, Angelina Wang, Chad Atalla, Solon Barocas, Su Lin Blodgett, Alex Chouldechova, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Nick Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
ICML 2025 | January 2025
A. F. Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Matthew Jagielski, Katja Filippova, Ken Ziyu Liu, Alex Chouldechova, Jamie Hayes, Yangsibo Huang, Niloofar Mireshghallah, Ilia Shumailov, Eleni Triantafillou, Peter Kairouz, N. Mitchell, Percy Liang, Daniel E. Ho, Yejin Choi, Sanmi Koyejo, Fernando Delgado, James Grimmelmann, Vitaly Shmatikov, Christopher De Sa, Solon Barocas, A. Cyphert, Mark A. Lemley, danah boyd, Jennifer Wortman Vaughan, M. Brundage, David Bau, Seth Neel, Abigail Z. Jacobs, Andreas Terzis, Hanna Wallach, Nicolas Papernot, Katherine Lee
NeurIPS 2025 | December 2024
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
Published by Microsoft
Alex Chouldechova, Chad Atalla, Solon Barocas, A. Feder Cooper, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Nick Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Matthew Vogel, Hannah Washington, Hanna Wallach
December 2024
December 2024
Emma Harvey, Emily Sheng, Su Lin Blodgett, Alex Chouldechova, Jean Garcia-Gathright, Alexandra Olteanu, Hanna Wallach
November 2024
November 2024
Alex Dow, Jennifer Wortman Vaughan, Solon Barocas, Chad Atalla, Alex Chouldechova, Hanna Wallach
November 2024
November 2024
Hanna Wallach, Meera Desai, Nick Pangakis, A. Feder Cooper, Angelina Wang, Solon Barocas, Alex Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
November 2024
November 2024
Michael Madaio, Jingya Chen, Hanna Wallach, Jennifer Wortman Vaughan
Computer-Supported Cooperative Work | April 2024
Ahmed Magooda, Alec Helyar, Kyle Jackson, David Sullivan, Chad Atalla, Emily Sheng, Dan Vann, Richard Edgar, Hamid Palangi, Roman Lutz, Hongliang Kong, Vincent Yun, Eslam Kamal, Federico Zarfati, Hanna Wallach, Sarah Bird, Mei Chen
ArXiv | October 2023
Ahmed Magooda, Alec Helyar, Kyle Jackson, David Sullivan, Chad Atalla, Emily Sheng, Dan Vann, Richard Edgar, Hamid Palangi, Roman Lutz, Hongliang Kong, Vincent Yun, Eslam Kamal, Federico Zarfati, Hanna Wallach, Sarah Bird, Mei Chen
October 2023
Eve Fleisig, Aubrie Amstutz, Chad Atalla, Su Lin Blodgett, Hal Daumé III, Alexandra Olteanu, Emily Sheng, Dan Vann, Hanna Wallach
ACL 2023 | July 2023
Jared Katzman, Angelina Wang, Morgan Scheuerman, Su Lin Blodgett, Kristen Laird, Hanna Wallach, Solon Barocas
AAAI 2022 | February 2023
Amy K. Heger, Liz B. Marquis, Mihaela Vorvoreanu, Hanna Wallach, Jennifer Wortman Vaughan
Conference on Computer Supported Cooperative Work | November 2022
Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna Wallach, Jennifer Wortman Vaughan
FAccT 2022 | May 2022
Michael Madaio, Lisa Egede, Hariharan Subramonyam, Jennifer Wortman Vaughan, Hanna Wallach
25th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2022) | February 2022
Jennifer Wortman Vaughan, Hanna Wallach
In Machines We Trust: Perspectives on Dependable AI | Published by MIT Press | 2021
Alex Okeson, Rich Caruana, Nick Craswell, Kori Inkpen, Scott M. Lundberg, Harsha Nori, Hanna Wallach, Jennifer Wortman Vaughan
Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | December 2021
Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford
Communications of the ACM | December 2021, Vol 64(12): pp. 86-92
David Alvarez-Melis, Harmanpreet Kaur, Hal Daumé III, Hanna Wallach, Jennifer Wortman Vaughan
HCOMP 2021 | September 2021
Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé III, Miro Dudík, Benjamin Fish, Mary L. Gray, Brent Hecht, Alexandra Olteanu, Forough Poursabzi-Sangdeh, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach, Marion Zepf
Communications of the ACM | July 2021, Vol 67(7): pp. 30-32
https://doi.org/10.1145/3466612
Aaron Schein, Anjali Nagulpally, Hanna Wallach, Patrick Flaherty
Conference on Uncertainty in Artificial Intelligence (UAI) 2021 | June 2021
Forough Poursabzi-Sangdeh, Daniel G. Goldstein, Jake Hofman, Jennifer Wortman Vaughan, Hanna Wallach
CHI 2021 | May 2021
Solon Barocas, Anhong Guo, Ece Kamar, Jacquelyn Krones, Meredith Ringel Morris, Jennifer Wortman Vaughan, Duncan Wadsworth, Hanna Wallach
AIES 2021 | May 2021
Abigail Z. Jacobs, Hanna Wallach
Fairness, Accountability, and Transparency (FAccT ’21) | March 2021
Miro Dudík, William Chen, Solon Barocas, Mario Inchiosa, Nick Lewins, Miruna Oprescu, Joy Qiao, Mehrnoosh Sameki, Mario Schlener, Jason Tuo, Hanna Wallach
MSR-TR-2020-34 | September 2020
Published by Microsoft
Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna Wallach
ACL | June 2020
Sarah Bird, Miro Dudík, Richard Edgar, Brandon Horn, Roman Lutz, Vanessa Milan, Mehrnoosh Sameki, Hanna Wallach, Kathleen Walker
MSR-TR-2020-32 | May 2020
Published by Microsoft
Forough Poursabzi-Sangdeh, Samira Samadi, Jennifer Wortman Vaughan, Hanna Wallach
April 2020
CHI workshop on Human-Centered Approaches to Fair and Responsible AI | April 2020
Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, Rich Caruana, Hanna Wallach, Jennifer Wortman Vaughan
CHI 2020 | April 2020
CHI 2020 Honorable Mention Award
Michael Madaio, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach
CHI Conference on Human Factors in Computing Systems | March 2020
CHI 2020 Best Paper Award
Zach Harned, Hanna Wallach
Florida State University Law Review, Forthcoming | December 2019
David Alvarez-Melis, Hal Daumé III, Jennifer Wortman Vaughan, Hanna Wallach
Workshop on Human-Centric Machine Learning at the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. | October 2019
Anhong Guo, Ece Kamar, Jennifer Wortman Vaughan, Hanna Wallach, Meredith Ringel Morris
ASSETS 2019 Workshop on AI Fairness for People with Disabilities | October 2019
Ken Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach
2019 ACM CHI Conference on Human Factors in Computing Systems | June 2019
Ming Ying, Jennifer Wortman Vaughan, Hanna Wallach
2019 ACM CHI Conference on Human Factors in Computing Systems | May 2019
Honorable Mention Award at CHI 2019
Alexey Romanov, Maria De-Arteaga, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alex Chouldechova, Sahin Geyik, krishnaram Kenthapadi, Anna Rumshisky, Adam Tauman Kalai
NAACL 2019 | April 2019
Best Paper Award, NAACL 2019
Alekh Agarwal, Alina Beygelzimer, Miroslav Dudik, John Langford, Hanna Wallach
FATML’17 | March 2018
Glacomo Zanella, Brenda Betancourt, Hanna Wallach, Jeffrey Miller, Abbas Zaidi, Rebecca C. Steorts
30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain | October 2016
Rahul Goel, Sandeep Soni, Naman Goyal, John Paparrizos, Fernando Diaz, Hanna Wallach, Jacob Eisenstein
International Conference on Social Informatics: SocInfo 2016 | October 2016
Sarah Bird, Solon Barocas, Kate Crawford, Hanna Wallach
Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT-ML), New York University | October 2016
Aaron Schein, Hanna Wallach, Mingyuan Zhou
Advances in Neural Information Processing Systems 29 (NIPS 2016) | May 2016
Lauren A. Hannah, Hanna Wallach
NIPS Workshop on Modern Machine Learning and Natural Language Processing | January 2014
Kriste Krstovski, David A. Smith, Hanna Wallach, Andrew McGregor
2013 Conference on the Theory of Information Retrieval | September 2013
Wesley Deng, Agathe Balayn, Andrew D. Selbst, Jason I. Hong, Motahhare Eslami, Kenneth Holstein, Hanna Wallach, Jennifer Wortman Vaughan, Solon Barocas
August 2026
arXiv | August 2026
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
Published by Microsoft
Jay Cunningham, Su Lin Blodgett, Hal Daumé III, Christina Harrington, Hanna Wallach, Michael Madaio
Findings of the Association for Computational Linguistics: ACL 2024 | August 2024
Amy K. Heger, Liz B. Marquis, Mihaela Vorvoreanu, Hanna Wallach, Jennifer Wortman Vaughan
Conference on Computer Supported Cooperative Work | November 2022
Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé III, Miro Dudík, Benjamin Fish, Mary L. Gray, Brent Hecht, Alexandra Olteanu, Forough Poursabzi-Sangdeh, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach, Marion Zepf
Communications of the ACM | July 2021, Vol 67(7): pp. 30-32
https://doi.org/10.1145/3466612
Su Lin Blodgett, Michael Madaio, Brendan O’Connor, Hanna Wallach, Qian Yang
EACL 2021 Workshop | April 2021
Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damian Blasi, Hanna Wallach
May 2020
ArXiv | May 2020
Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, Rich Caruana, Hanna Wallach, Jennifer Wortman Vaughan
CHI 2020 | April 2020
CHI 2020 Honorable Mention Award
Michael Madaio, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach
CHI Conference on Human Factors in Computing Systems | March 2020
CHI 2020 Best Paper Award
Anhong Guo, Ece Kamar, Jennifer Wortman Vaughan, Hanna Wallach, Meredith Ringel Morris
ASSETS 2019 Workshop on AI Fairness for People with Disabilities | October 2019
Ken Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach
2019 ACM CHI Conference on Human Factors in Computing Systems | June 2019
Ming Yin, Jennifer Wortman Vaughan, Hanna Wallach
CHI 2019 | May 2019
Honorable Mention Award at CHI 2019
Ming Ying, Jennifer Wortman Vaughan, Hanna Wallach
2019 ACM CHI Conference on Human Factors in Computing Systems | May 2019
Honorable Mention Award at CHI 2019
Dhruv Agarwal, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Hussein Mozannar, Hannah Washington, Alexandra Chouldechova, Solon Barocas, Hanna Wallach
May 2026
arXiv | May 2026
Kristen Laird, Solon Barocas, Hanna Wallach, Angelina Wang
June 2022
Alex Chouldechova, A. Feder Cooper, Solon Barocas, Abhinav Palia, Dan Vann, Hanna Wallach
NeurIPS 2025 | October 2025
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
Published by Microsoft
Bomin Kim, Aaron Schein, Bruce A. Desmarais, Hanna Wallach
July 2018
July 2018
Alex Chouldechova, A. Feder Cooper, Solon Barocas, Abhinav Palia, Dan Vann, Hanna Wallach
NeurIPS 2025 | October 2025
Sarah Bird, Solon Barocas, Kate Crawford, Hanna Wallach
Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT-ML), New York University | October 2016
Emma Harvey, Emily Sheng, Su Lin Blodgett, Alex Chouldechova, Jean Garcia-Gathright, Alexandra Olteanu, Hanna Wallach
Findings of the Association for Computational Linguistics: ACL 2025 | July 2025
Jay Cunningham, Su Lin Blodgett, Hal Daumé III, Christina Harrington, Hanna Wallach, Michael Madaio
Findings of the Association for Computational Linguistics: ACL 2024 | August 2024
Li Lucy, Su Lin Blodgett, Milad Shokouhi, Hanna Wallach, Alexandra Olteanu
NAACL 2024 | June 2024
Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
ACL-IJCNLP 2021 | August 2021
Su Lin Blodgett, Michael Madaio, Brendan O’Connor, Hanna Wallach, Qian Yang
EACL 2021 Workshop | April 2021
Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna Wallach
ACL | June 2020
Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damian Blasi, Hanna Wallach
May 2020
ArXiv | May 2020
Alexey Romanov, Maria De-Arteaga, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alex Chouldechova, Sahin Geyik, krishnaram Kenthapadi, Anna Rumshisky, Adam Tauman Kalai
NAACL 2019 | April 2019
Best Paper Award, NAACL 2019
F. Guo, C. Blundell, Hanna Wallach, K. Heller
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics | May 2015
Also presented at the Tenth Conference on Bayesian Nonparametrics, 2015; the Fifth Annual Text as Data Conference, 2014
Emma Harvey, Emily Sheng, Su Lin Blodgett, Alex Chouldechova, Jean Garcia-Gathright, Alexandra Olteanu, Hanna Wallach
Findings of the Association for Computational Linguistics: ACL 2025 | July 2025
Emily Corvi, Hannah Washington, Stefanie Reed, Chad Atalla, Alex Chouldechova, Alex Dow, Jean Garcia-Gathright, Nick Pangakis, Emily Sheng, Dan Vann, Matthew Vogel, Hanna Wallach
March 2025
March 2025
Hanna Wallach, Meera Desai, A. Feder Cooper, Angelina Wang, Chad Atalla, Solon Barocas, Su Lin Blodgett, Alex Chouldechova, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Nick Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
ICML 2025 | January 2025
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
Published by Microsoft
Alex Chouldechova, Chad Atalla, Solon Barocas, A. Feder Cooper, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Nick Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Matthew Vogel, Hannah Washington, Hanna Wallach
December 2024
December 2024
Emma Harvey, Emily Sheng, Su Lin Blodgett, Alex Chouldechova, Jean Garcia-Gathright, Alexandra Olteanu, Hanna Wallach
November 2024
November 2024
Alex Dow, Jennifer Wortman Vaughan, Solon Barocas, Chad Atalla, Alex Chouldechova, Hanna Wallach
November 2024
November 2024
Hanna Wallach, Meera Desai, Nick Pangakis, A. Feder Cooper, Angelina Wang, Solon Barocas, Alex Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
November 2024
November 2024
Jay Cunningham, Su Lin Blodgett, Hal Daumé III, Christina Harrington, Hanna Wallach, Michael Madaio
Findings of the Association for Computational Linguistics: ACL 2024 | August 2024
Ahmed Magooda, Alec Helyar, Kyle Jackson, David Sullivan, Chad Atalla, Emily Sheng, Dan Vann, Richard Edgar, Hamid Palangi, Roman Lutz, Hongliang Kong, Vincent Yun, Eslam Kamal, Federico Zarfati, Hanna Wallach, Sarah Bird, Mei Chen
ArXiv | October 2023
Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé III, Miro Dudík, Benjamin Fish, Mary L. Gray, Brent Hecht, Alexandra Olteanu, Forough Poursabzi-Sangdeh, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach, Marion Zepf
Communications of the ACM | July 2021, Vol 67(7): pp. 30-32
https://doi.org/10.1145/3466612
Forough Poursabzi-Sangdeh, Daniel G. Goldstein, Jake Hofman, Jennifer Wortman Vaughan, Hanna Wallach
CHI 2021 | May 2021
Abigail Z. Jacobs, Hanna Wallach
Fairness, Accountability, and Transparency (FAccT ’21) | March 2021
Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna Wallach
ACL | June 2020
Alexey Romanov, Maria De-Arteaga, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alex Chouldechova, Sahin Geyik, krishnaram Kenthapadi, Anna Rumshisky, Adam Tauman Kalai
NAACL 2019 | April 2019
Best Paper Award, NAACL 2019
Maria De-Arteaga, Alexey Romanov, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alex Chouldechova, Sahin Geyik, Krishnaram Kenthapadi, Adam Tauman Kalai
FAT* ’19: Conference on Fairness, Accountability, and Transparency | January 2019
James ben-Aaron, Matthew Denny, Bruce Desmarais, Hanna Wallach
Public Administration Review | February 2017, Vol 77: pp. 68-77
Allison June-Barlow Chaney, Hanna Wallach, Matthew Connelly, David M. Blei
EMNLP | November 2016
Aaron Schein, Mingyuan Zhou, David M. Blei, Hanna Wallach
33rd International Conference on Machine Learning (ICML 2016) | April 2016
Abram Handler, Matthew Denny, Hanna Wallach, Brendan T. O'Connor
NLP+CSS@EMNLP | April 2016
Computational Social Science: Discovery and Prediction | Published by Cambridge University Press | 2016
Aaron Schein, John Paisley, David M. Blei, Hanna Wallach
Proceedings of the Twenty-First ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2015
Also presented at the Tenth Conference on Bayesian Nonparametrics, 2015
F. Guo, C. Blundell, Hanna Wallach, K. Heller
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics | May 2015
Also presented at the Tenth Conference on Bayesian Nonparametrics, 2015; the Fifth Annual Text as Data Conference, 2014
Medium | December 2014
Scott Counts, Munmun De Choudhury, Jana Diesner, Eric Gilbert, Marta C. Gonzalez, Brian Keegan, Mor Naaman, Hanna Wallach
CSCW'14 | February 2014
Winter Mason, Jennifer Wortman Vaughan, Hanna Wallach
Mach Learn | November 2013, Vol 95: pp. 257-260
Aaron Schein, Juston Moore, Hanna Wallach
NIPS 2013 Workshop on Frontiers of Network Analysis | September 2013
DerbyLife | March 2013
ICML 2013 | January 2013
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
Published by Microsoft
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
Published by Microsoft
Anhong Guo, Ece Kamar, Jennifer Wortman Vaughan, Hanna Wallach, Meredith Ringel Morris
ASSETS 2019 Workshop on AI Fairness for People with Disabilities | October 2019
Rishabh Mehrotra, Ashton Anderson, Fernando Diaz, Amit Sharma, Hanna Wallach, Emine Yilmaz
Proceedings of the 26th International Conference on World Wide Web (Industry Track) | April 2017
Riccardo Fogliato, Abhinav Palia, Xiawei Wang, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Nicholas Pangakis, Sharman Tan, Dan Vann, Hannah Washington, P. A. Dow, Heba Elfardy, Hanna Wallach, Sandeep Atluri
August 2026
arXiv | August 2026
Wesley Deng, Agathe Balayn, Andrew D. Selbst, Jason I. Hong, Motahhare Eslami, Kenneth Holstein, Hanna Wallach, Jennifer Wortman Vaughan, Solon Barocas
August 2026
arXiv | August 2026
Dhruv Agarwal, Emily Sheng, Chad Atalla, Jean Garcia-Gathright, Hussein Mozannar, Hannah Washington, Alexandra Chouldechova, Solon Barocas, Hanna Wallach
May 2026
arXiv | May 2026
Emily Corvi, Hannah Washington, Stefanie Reed, Chad Atalla, Alex Chouldechova, Alex Dow, Jean Garcia-Gathright, Nick Pangakis, Emily Sheng, Dan Vann, Matthew Vogel, Hanna Wallach
March 2025
March 2025
Alex Chouldechova, Chad Atalla, Solon Barocas, A. Feder Cooper, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Nick Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Matthew Vogel, Hannah Washington, Hanna Wallach
December 2024
December 2024
Emma Harvey, Emily Sheng, Su Lin Blodgett, Alex Chouldechova, Jean Garcia-Gathright, Alexandra Olteanu, Hanna Wallach
November 2024
November 2024
Alex Dow, Jennifer Wortman Vaughan, Solon Barocas, Chad Atalla, Alex Chouldechova, Hanna Wallach
November 2024
November 2024
Hanna Wallach, Meera Desai, Nick Pangakis, A. Feder Cooper, Angelina Wang, Solon Barocas, Alex Chouldechova, Chad Atalla, Su Lin Blodgett, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
November 2024
November 2024
Adina Williams, Ryan Cotterell, Lawrence Wolf-Sonkin, Damian Blasi, Hanna Wallach
May 2020
ArXiv | May 2020
Forough Poursabzi-Sangdeh, Samira Samadi, Jennifer Wortman Vaughan, Hanna Wallach
April 2020
CHI workshop on Human-Centered Approaches to Fair and Responsible AI | April 2020
Bomin Kim, Aaron Schein, Bruce A. Desmarais, Hanna Wallach
July 2018
July 2018
Alex Chouldechova, A. Feder Cooper, Solon Barocas, Abhinav Palia, Dan Vann, Hanna Wallach
NeurIPS 2025 | October 2025
Emma Harvey, Emily Sheng, Su Lin Blodgett, Alex Chouldechova, Jean Garcia-Gathright, Alexandra Olteanu, Hanna Wallach
Findings of the Association for Computational Linguistics: ACL 2025 | July 2025
Luke Guerdan, Solon Barocas, Kenneth Holstein, Hanna Wallach, Zhiwei Steven Wu, Alex Chouldechova
NeurIPS 2025 | March 2025
Hanna Wallach, Meera Desai, A. Feder Cooper, Angelina Wang, Chad Atalla, Solon Barocas, Su Lin Blodgett, Alex Chouldechova, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Nick Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs
ICML 2025 | January 2025
A. F. Cooper, Christopher A. Choquette-Choo, Miranda Bogen, Matthew Jagielski, Katja Filippova, Ken Ziyu Liu, Alex Chouldechova, Jamie Hayes, Yangsibo Huang, Niloofar Mireshghallah, Ilia Shumailov, Eleni Triantafillou, Peter Kairouz, N. Mitchell, Percy Liang, Daniel E. Ho, Yejin Choi, Sanmi Koyejo, Fernando Delgado, James Grimmelmann, Vitaly Shmatikov, Christopher De Sa, Solon Barocas, A. Cyphert, Mark A. Lemley, danah boyd, Jennifer Wortman Vaughan, M. Brundage, David Bau, Seth Neel, Abigail Z. Jacobs, Andreas Terzis, Hanna Wallach, Nicolas Papernot, Katherine Lee
NeurIPS 2025 | December 2024
Jay Cunningham, Su Lin Blodgett, Hal Daumé III, Christina Harrington, Hanna Wallach, Michael Madaio
Findings of the Association for Computational Linguistics: ACL 2024 | August 2024
Li Lucy, Su Lin Blodgett, Milad Shokouhi, Hanna Wallach, Alexandra Olteanu
NAACL 2024 | June 2024
Michael Madaio, Jingya Chen, Hanna Wallach, Jennifer Wortman Vaughan
Computer-Supported Cooperative Work | April 2024
Eve Fleisig, Aubrie Amstutz, Chad Atalla, Su Lin Blodgett, Hal Daumé III, Alexandra Olteanu, Emily Sheng, Dan Vann, Hanna Wallach
ACL 2023 | July 2023
Jared Katzman, Angelina Wang, Morgan Scheuerman, Su Lin Blodgett, Kristen Laird, Hanna Wallach, Solon Barocas
AAAI 2022 | February 2023
Amy K. Heger, Liz B. Marquis, Mihaela Vorvoreanu, Hanna Wallach, Jennifer Wortman Vaughan
Conference on Computer Supported Cooperative Work | November 2022
Jessie J. Smith, Saleema Amershi, Solon Barocas, Hanna Wallach, Jennifer Wortman Vaughan
FAccT 2022 | May 2022
Michael Madaio, Lisa Egede, Hariharan Subramonyam, Jennifer Wortman Vaughan, Hanna Wallach
25th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2022) | February 2022
David Alvarez-Melis, Harmanpreet Kaur, Hal Daumé III, Hanna Wallach, Jennifer Wortman Vaughan
HCOMP 2021 | September 2021
Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
ACL-IJCNLP 2021 | August 2021
Aaron Schein, Anjali Nagulpally, Hanna Wallach, Patrick Flaherty
Conference on Uncertainty in Artificial Intelligence (UAI) 2021 | June 2021
Forough Poursabzi-Sangdeh, Daniel G. Goldstein, Jake Hofman, Jennifer Wortman Vaughan, Hanna Wallach
CHI 2021 | May 2021
Solon Barocas, Anhong Guo, Ece Kamar, Jacquelyn Krones, Meredith Ringel Morris, Jennifer Wortman Vaughan, Duncan Wadsworth, Hanna Wallach
AIES 2021 | May 2021
Su Lin Blodgett, Michael Madaio, Brendan O’Connor, Hanna Wallach, Qian Yang
EACL 2021 Workshop | April 2021
Abigail Z. Jacobs, Hanna Wallach
Fairness, Accountability, and Transparency (FAccT ’21) | March 2021
Su Lin Blodgett, Solon Barocas, Hal Daumé III, Hanna Wallach
ACL | June 2020
Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, Rich Caruana, Hanna Wallach, Jennifer Wortman Vaughan
CHI 2020 | April 2020
CHI 2020 Honorable Mention Award
Michael Madaio, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach
CHI Conference on Human Factors in Computing Systems | March 2020
CHI 2020 Best Paper Award
David Alvarez-Melis, Hal Daumé III, Jennifer Wortman Vaughan, Hanna Wallach
Workshop on Human-Centric Machine Learning at the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada. | October 2019
Anhong Guo, Ece Kamar, Jennifer Wortman Vaughan, Hanna Wallach, Meredith Ringel Morris
ASSETS 2019 Workshop on AI Fairness for People with Disabilities | October 2019
Ken Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach
2019 ACM CHI Conference on Human Factors in Computing Systems | June 2019
Ming Yin, Jennifer Wortman Vaughan, Hanna Wallach
CHI 2019 | May 2019
Honorable Mention Award at CHI 2019
Ming Ying, Jennifer Wortman Vaughan, Hanna Wallach
2019 ACM CHI Conference on Human Factors in Computing Systems | May 2019
Honorable Mention Award at CHI 2019
Alexey Romanov, Maria De-Arteaga, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alex Chouldechova, Sahin Geyik, krishnaram Kenthapadi, Anna Rumshisky, Adam Tauman Kalai
NAACL 2019 | April 2019
Best Paper Award, NAACL 2019
Maria De-Arteaga, Alexey Romanov, Hanna Wallach, Jennifer Chayes, Christian Borgs, Alex Chouldechova, Sahin Geyik, Krishnaram Kenthapadi, Adam Tauman Kalai
FAT* ’19: Conference on Fairness, Accountability, and Transparency | January 2019
Alekh Agarwal, Alina Beygelzimer, Miroslav Dudik, John Langford, Hanna Wallach
FATML’17 | March 2018
Rishabh Mehrotra, Ashton Anderson, Fernando Diaz, Amit Sharma, Hanna Wallach, Emine Yilmaz
Proceedings of the 26th International Conference on World Wide Web (Industry Track) | April 2017
Allison June-Barlow Chaney, Hanna Wallach, Matthew Connelly, David M. Blei
EMNLP | November 2016
Glacomo Zanella, Brenda Betancourt, Hanna Wallach, Jeffrey Miller, Abbas Zaidi, Rebecca C. Steorts
30th Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain | October 2016
Rahul Goel, Sandeep Soni, Naman Goyal, John Paparrizos, Fernando Diaz, Hanna Wallach, Jacob Eisenstein
International Conference on Social Informatics: SocInfo 2016 | October 2016
Sarah Bird, Solon Barocas, Kate Crawford, Hanna Wallach
Workshop on Fairness, Accountability, and Transparency in Machine Learning (FAT-ML), New York University | October 2016
Aaron Schein, Hanna Wallach, Mingyuan Zhou
Advances in Neural Information Processing Systems 29 (NIPS 2016) | May 2016
Aaron Schein, Mingyuan Zhou, David M. Blei, Hanna Wallach
33rd International Conference on Machine Learning (ICML 2016) | April 2016
Abram Handler, Matthew Denny, Hanna Wallach, Brendan T. O'Connor
NLP+CSS@EMNLP | April 2016
Aaron Schein, John Paisley, David M. Blei, Hanna Wallach
Proceedings of the Twenty-First ACM SIGKDD Conference on Knowledge Discovery and Data Mining | August 2015
Also presented at the Tenth Conference on Bayesian Nonparametrics, 2015
F. Guo, C. Blundell, Hanna Wallach, K. Heller
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics | May 2015
Also presented at the Tenth Conference on Bayesian Nonparametrics, 2015; the Fifth Annual Text as Data Conference, 2014
Scott Counts, Munmun De Choudhury, Jana Diesner, Eric Gilbert, Marta C. Gonzalez, Brian Keegan, Mor Naaman, Hanna Wallach
CSCW'14 | February 2014
Lauren A. Hannah, Hanna Wallach
NIPS Workshop on Modern Machine Learning and Natural Language Processing | January 2014
Kriste Krstovski, David A. Smith, Hanna Wallach, Andrew McGregor
2013 Conference on the Theory of Information Retrieval | September 2013
Aaron Schein, Juston Moore, Hanna Wallach
NIPS 2013 Workshop on Frontiers of Network Analysis | September 2013
ICML 2013 | January 2013
Ahmed Magooda, Alec Helyar, Kyle Jackson, David Sullivan, Chad Atalla, Emily Sheng, Dan Vann, Richard Edgar, Hamid Palangi, Roman Lutz, Hongliang Kong, Vincent Yun, Eslam Kamal, Federico Zarfati, Hanna Wallach, Sarah Bird, Mei Chen
ArXiv | October 2023
Alex Okeson, Rich Caruana, Nick Craswell, Kori Inkpen, Scott M. Lundberg, Harsha Nori, Hanna Wallach, Jennifer Wortman Vaughan
Bulletin of the IEEE Computer Society Technical Committee on Data Engineering | December 2021
Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford
Communications of the ACM | December 2021, Vol 64(12): pp. 86-92
Solon Barocas, Asia J. Biega, Margarita Boyarskaya, Kate Crawford, Hal Daumé III, Miro Dudík, Benjamin Fish, Mary L. Gray, Brent Hecht, Alexandra Olteanu, Forough Poursabzi-Sangdeh, Luke Stark, Jennifer Wortman Vaughan, Hanna Wallach, Marion Zepf
Communications of the ACM | July 2021, Vol 67(7): pp. 30-32
https://doi.org/10.1145/3466612
Zach Harned, Hanna Wallach
Florida State University Law Review, Forthcoming | December 2019
James ben-Aaron, Matthew Denny, Bruce Desmarais, Hanna Wallach
Public Administration Review | February 2017, Vol 77: pp. 68-77
Medium | December 2014
Winter Mason, Jennifer Wortman Vaughan, Hanna Wallach
Mach Learn | November 2013, Vol 95: pp. 257-260
DerbyLife | March 2013
Jenna Butler, Mihaela Vorvoreanu, Rebecca Janssen, Abigail Sellen, Nicole Immorlica, Adam Troy, Advait Sarkar, Alex Farach, Alex Chouldechova, Alexandra Olteanu, Alexia Cambon, Arjun Radhakrishna, Asta Roseway, Ben Zorn, Brent Hecht, Daniel G. Goldstein, Dhruv Joshi, Ed Cutrell, Emre Kiciman, Gonzalo Ramos, Gustavo Soares, Hanna Wallach, Ian Drosos, Jack Williams (johnwilliams), Jacki O'Neill, Jake Hofman, Jaime Teevan, Javier Hernandez, Jennifer Wortman Vaughan, Jina Suh, John Tang, Justin Edwards, Kalika Bali, Kori Inkpen, Krishna Madhavan, Laylah Bulman, Leon Reicherts, Lev Tankelevitch, Longqi Yang, Martez Mott, Millicent Ochieng, Mercy Muchai, Nancy Baym, Najeeb Abdulhamid, Nicolai Marquardt, Ken Hinckley, Michael Bentley, Dave Brown, Hugo Romat, Nathalie Henry Riche, Samuel Maina, Shamsi Iqbal, Siân Lindley, Stephanie Nyairo, Su Lin Blodgett, Sumit Gulwani, Sunayana Sitaram, Vu Le
MSR-TR-2024-56 | December 2024
Published by Microsoft
Miro Dudík, William Chen, Solon Barocas, Mario Inchiosa, Nick Lewins, Miruna Oprescu, Joy Qiao, Mehrnoosh Sameki, Mario Schlener, Jason Tuo, Hanna Wallach
MSR-TR-2020-34 | September 2020
Published by Microsoft
Sarah Bird, Miro Dudík, Richard Edgar, Brandon Horn, Roman Lutz, Vanessa Milan, Mehrnoosh Sameki, Hanna Wallach, Kathleen Walker
MSR-TR-2020-32 | May 2020
Published by Microsoft
Ahmed Magooda, Alec Helyar, Kyle Jackson, David Sullivan, Chad Atalla, Emily Sheng, Dan Vann, Richard Edgar, Hamid Palangi, Roman Lutz, Hongliang Kong, Vincent Yun, Eslam Kamal, Federico Zarfati, Hanna Wallach, Sarah Bird, Mei Chen
October 2023
Kristen Laird, Solon Barocas, Hanna Wallach, Angelina Wang
June 2022
Jennifer Wortman Vaughan, Hanna Wallach
In Machines We Trust: Perspectives on Dependable AI | Published by MIT Press | 2021
Computational Social Science: Discovery and Prediction | Published by Cambridge University Press | 2016