Publication Deep Graph Infomax Petar Veličković, William Fedus, William L. Hamilton, Pietro Liò, Yoshua Bengio, Devon Hjelm ICLR 2019 | May 2019
Publication Toward Algorithmic Accountability in Public Services: A Qualitative Study of Affected Community Perspectives on Algorithmic Decision-making in Child Welfare Services Anna Brown, Alex Chouldechova, Emily Putnam-Hornstein, Andrew Tobin, Rhema Vaithianathan Human Factors in Computing Systems | May 2019
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 Projet
Publication Politeness Strategies in the Design of Voice Agents for Mental Health Joseph Newbold, Gavin Doherty, Sean Rintel, Anja Thieme CHI 2019 | May 2019
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
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 Projet
Publication Generative Code Modeling with Graphs Marc Brockschmidt, Miltos Allamanis, Alex Gaunt, Alex Polozov 7th International Conference on Learning Representations | May 2019 Projet