Publication Toward Fairness in AI for People with Disabilities: A Research Roadmap Anhong Guo, Ece Kamar, Jennifer Wortman Vaughan, Hanna Wallach, Meredith Ringel Morris ASSETS 2019 Workshop on AI Fairness for People with Disabilities | October 2019 Video Project
Publication Multifactorial Model to Predict Response to PD-(L)1 Blockade in Patients with High PD-L1 Metastatic Non-Small Cell Lung Cancer K. Arbour, Miruna Oprescu, J. Hakim, H. Rizvi, M. Leiserson, M. Ginsburg, A. Plodkowski, J. Sauter, I. Preeshagul, Sharon Gillett, Philip Rosenfield, Lester Mackey, Miro Dudík, M. Hellmann Journal of Thoracic Oncology | October 2019, Vol 14(10): pp. S290 Project
Publication Privacy Accounting and Quality Control in the Sage Differentially Private ML Platform Mathias Lecuyer, Riley Spahn, Kiran Vodrahalli, Roxana Geambasu, Daniel Hsu SOSP ’19 | September 2019 ArXiv
Publication Trace Reconstruction: Generalized and Parametrized Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal European Symposium on Algorithms | September 2019
Publication Learning When to Stop Searching Daniel G. Goldstein, Siddharth Suri Management Science | August 2019
Publication Scalable Hierarchical Clustering via Tree Grafting Nicholas Monath, Ari Kobren, Akshay Krishnamurthy, Michael Glass, Andrew McCallum Knowledge Discovery and Data Mining | August 2019
Publication E2E: Embracing User Heterogeneity to Improve Quality of Experience on the Web Xu Zhang, Siddhartha Sen, Daniar Kurniawan, Haryadi Gunawi, Junchen Jiang ACM Special Interest Group on Data Communication (SIGCOMM) | August 2019
Publication Decentralized & Collaborative AI on Blockchain Justin D. Harris, Bo Waggoner 2019 IEEE International Conference on Blockchain (Blockchain) | July 2019 Github Project
Publication Owning Ethics: Corporate Logics, Silicon Valley, and the Institutionalization of Ethics Jacob Metcalf, Emanuel Moss, danah boyd Johns Hopkins University Press | July 2019, Vol 86(2): pp. 449-476
Publication Improving fairness in machine learning systems: What do industry practitioners need? Ken Holstein, Jennifer Wortman Vaughan, Hal Daumé III, Miro Dudík, Hanna Wallach 2019 ACM CHI Conference on Human Factors in Computing Systems | June 2019
