38 Results

Poster	Thu 9:00	CCCP is Frank-Wolfe in disguise Alp Yurtsever · Suvrit Sra
Poster	Tue 9:00	SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems Xuan Zhang · Necdet Serhat Aybat · Mert Gurbuzbalaban
Affinity Workshop		Evaluation of Convolutional Neural Network and Gradient Boosting Methods for Bug Severity Classification Aminu Ahmad
Poster	Thu 9:00	Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems Jan Harold Alcantara · Ching-pei Lee
Poster	Tue 9:00	Accelerated Primal-Dual Gradient Method for Smooth and Convex-Concave Saddle-Point Problems with Bilinear Coupling Dmitry Kovalev · Alexander Gasnikov · Peter Richtarik
Poster	Wed 9:00	Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks Yunwen Lei · Rong Jin · Yiming Ying
Poster	Wed 14:00	Faster and Scalable Algorithms for Densest Subgraph and Decomposition Elfarouk Harb · Kent Quanrud · Chandra Chekuri
Poster	Tue 9:00	Gradient Methods Provably Converge to Non-Robust Networks Gal Vardi · Gilad Yehudai · Ohad Shamir
Poster	Wed 9:00	Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization Tianyi Lin · Zeyu Zheng · Michael Jordan
Poster	Thu 9:00	Automatic Differentiation of Programs with Discrete Randomness Gaurav Arya · Moritz Schauer · Frank Schäfer · Christopher Rackauckas
Poster	Thu 9:00	Sobolev Acceleration and Statistical Optimality for Learning Elliptic Equations via Gradient Descent Yiping Lu · Jose Blanchet · Lexing Ying
Workshop		Stochastic Gradient Methods with Compressed Communication for Decentralized Saddle Point Problems Chhavi Sharma · Vishnu Narayanan · Balamurugan Palaniappan