Publication Understanding Generalization Error of SGD in Nonconvex Optimization Yi Zhou, Huishuai Zhang, Yingbin Liang International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Publication SGD Converges to Global Minimum in Deep Learning via Star-convex Path Yi Zhou, Junjie Yang, Huishuai Zhang, Yingbin Liang, Vahid Tarokh International Conference on Learning Representations (ICLR) | May 2019
Publication Gamut: A Design Probe to Understand How Data Scientists Understand Machine Learning Models Fred Hohman, Andrew Head, Rich Caruana, Robert DeLIne, Steven Drucker SIGCHI | May 2019 Project
Publication Politeness Strategies in the Design of Voice Agents for Mental Health Joseph Newbold, Gavin Doherty, Sean Rintel, Anja Thieme CHI 2019 Workshop | May 2019
Publication Do We Need Natural Language? Exploring Restricted Language Interfaces for Complex Domains Jesse Mu, Advait Sarkar 37th Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (CHI ’19 Extended Abstracts) | May 2019
Publication Contextual Out of domain Utterance Handling with Counterfeit Data Augmentation Sungjin Lee, Igor Shalyminov International Conference on Acoustics, Speech, and Signal Processing 2019 | May 2019
Publication Will You Accept an Imperfect AI? Exploring Designs for Adjusting End-user Expectations of AI Systems Rafal Kocielnik, Saleema Amershi, Paul Bennett CHI 2019 | May 2019 Project
Publication AI Meets AI: Leveraging Query Executions to Improve Index Recommendations Bailu Ding, Sudipto Das, Ryan Marcus, Wentao Wu, Surajit Chaudhuri, Vivek Narasayya ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD 2019) | May 2019 Project
Publication Integer Discrete Flows and Lossless Compression Emiel Hoogeboom, Jorn W. T. Peters, Rianne van den Berg, Max Welling Neural Information Processing Systems | May 2019
Publication Non-Stochastic Multi-Player Multi-Armed Bandits: Optimal Rate With Collision Information, Sublinear Without Sébastien Bubeck, Yuanzhi Li, Yuval Peres, Mark Sellke COLT 2020 | May 2019