Publication Exploring Levels of Control for a Navigation Assistant for Blind Travelers Vinitha Ranganeni, Mike Sinclair, Eyal Ofek, Amos Miller, Jon Campbell, Andrey Kolobov, Ed Cutrell HRI 2023 | March 2023
Publication Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives Shaokun Zhang, Feiran Jia, Chi Wang, Qingyun Wu 2023 International Conference on Learning Representations | March 2023 Github Project
Publication Provable Reset-free Reinforcement Learning by No-Regret Reduction Hoai-An Nguyen, Ching-An Cheng ICML 2023 | February 2023
Publication Algorithmic Aspects of the Log-Laplace Transform and a Non-Euclidean Proximal Sampler Sivakanth Gopi, Yin Tat Lee, Daogao Liu, Rouqi Shen, Kevin Tian COLT 2023 | February 2023 Project
Publication Provably Efficient Lifelong Reinforcement Learning with Linear Function Representation Sanae Amani, Lin Yang, Ching-An Cheng ICLR 2023 | February 2023
Publication Imaging and seismic modelling inside volcanoes using machine learning Gareth Shane O'Brien, Christopher J. Bean, Hugo Meiland, Philipp Witte Nature Scientific Reports | January 2023, Vol 13
Publication Managing Tasks Across the Work-Life Boundary: Opportunities, Challenges, and Directions Alex Williams, Shamsi Iqbal, Ryen W. White, Julia Kiseleva ACM Transactions on Computer-Human Interaction | January 2023 Project
Publication Intraurban NO2 hotspot detection via clustering of in-situ, remote, and modeled air quality data products Anastasia Montgomery, Madeleine Daepp, Marah I Abdin, Pallavi Choudry, Sara Malvar, Scott Counts, Daniel E Horton American Geophysical Union Fall Meeting | December 2022
Publication AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao EMNLP | December 2022 Project
Publication Boosting Natural Language Generation from Instructions with Meta-Learning Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah EMNLP | December 2022
