Researchers from Yale get a large number of papers accepted at ICML 2020

June 15, 2020

The International Conference on Machine Learning (ICML)

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)