Search All 2021 Events
 

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Spotlight
Tue 20:30 Individually Fair Gradient Boosting
Alexander Vargo · Fan Zhang · Mikhail Yurochkin · Yuekai Sun
Poster
Wed 17:00 Individually Fair Gradient Boosting
Alexander Vargo · Fan Zhang · Mikhail Yurochkin · Yuekai Sun
Poster
Tue 17:00 Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability
Jeremy Cohen · Simran Kaur · Yuanzhi Li · Zico Kolter · Ameet Talwalkar
Poster
Wed 17:00 Adaptive Universal Generalized PageRank Graph Neural Network
Eli Chien · Jianhao Peng · Pan Li · Olgica Milenkovic
Poster
Wed 9:00 Average-case Acceleration for Bilinear Games and Normal Matrices
Carles Domingo i Enrich · Fabian Pedregosa · Damien Scieur
Poster
Mon 1:00 Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study
Zhiqiang Shen · Zhiqiang Shen · Dejia Xu · Zitian Chen · Kwang-Ting Cheng · Marios Savvides
Workshop
Fri 11:06 Smoothness Matrices Beat Smoothness Constants: Better Communication Compression Techniques for Distributed Optimization
Mher Safaryan · Filip Hanzely · Peter Richtarik
Poster
Wed 17:00 Estimating informativeness of samples with Smooth Unique Information
Hrayr Harutyunyan · Alessandro Achille · Giovanni Paolini · Orchid Majumder · Avinash Ravichandran · Rahul Bhotika · Stefano Soatto
Workshop
Smoothness Matrices Beat Smoothness Constants: Better Communication Compression Techniques for Distributed Optimization
Mher Safaryan · Filip Hanzely · Peter Richtarik
Workshop
Provable defense by denoised smoothing with learned score function
Kyungmin Lee
Poster
Mon 17:00 Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks
Alexander Levine · Soheil Feizi
Workshop
Boosting black-box adversarial attack via exploiting loss smoothness
Hoang Tran