The International Conference on Machine Learning (ICML)
https://icml.cc/Conferences/2020/AcceptedPapersInitial
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE
Juntang Zhuang (Yale University) · Nicha Dvornek (Yale University) · Xiaoxiao Li (Yale University) · Sekhar Tatikonda (Yale) · Xenophon Papademetris (Yale University) · James Duncan (Yale University)
Streaming Submodular Maximization under a k-Set System Constraint
Ran Haba (Open University of Israel) · Ehsan Kazemi (Yale) · Moran Feldman (University of Haifa) · Amin Karbasi (Yale)
More Data Can Expand The Generalization Gap Between Adversarially Robust and Standard Models
Lin Chen (Yale University) · Yifei Min (Yale University) · Mingrui Zhang (Yale University) · Amin Karbasi (Yale)
Influenza forecasting framework based on Gaussian processes
Christoph Zimmer (Bosch Center for Artificial Intelligence BCAI) · Reza Yaesoubi (Health Policy and Management, Yale School of Public Health)
Spectral Graph Matching and Regularized Quadratic Relaxations: Algorithm and Theory
Zhou Fan (Yale Univ) · Cheng Mao (Georgia Institute of Technology) · Yihong Wu (Yale University) · Jiaming Xu (Duke University)
Coresets for Clustering in Graphs of Bounded Treewidth
Daniel Baker (Johns Hopkins University) · Vladimir Braverman (Johns Hopkins University) · Lingxiao Huang (Yale University) · Shaofeng H.-C. Jiang (Weizmann Institute of Science) · Robert Krauthgamer (Weizmann Institute of Science) · Xuan Wu (Johns Hopkins University)
Data preprocessing to mitigate bias: A maximum entropy based approach
Elisa Celis (Yale University) · Vijay Keswani (Yale University) · Nisheeth K. Vishnoi (Yale University)
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates
Xiaochen Wang (Yale University) · Arash Pakbin (Texas A&M University) · Bobak Mortazavi (Texas A&M University) · Hongyu Zhao (Yale University) · Donald Lee (Emory University)
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics
Alexander Tong (Yale University) · Jessie Huang (Yale University) · Guy Wolf (Université de Montréal) · David van Dijk (Yale University) · Smita Krishnaswamy (Yale University)
Feature Selection using Stochastic Gates
Yutaro Yamada (Yale University) · Ofir Lindenbaum (Yale) · Sahand Negahban (YALE) · Yuval Kluger (Yale School of Medicine)