Search All 2022 Events
 

36 Results

<<   <   Page 1 of 3   >   >>
Poster
ZARTS: On Zero-order Optimization for Neural Architecture Search
Xiaoxing Wang · Wenxuan Guo · Jianlin Su · Xiaokang Yang · Junchi Yan
Poster
Wed 9:00 A gradient estimator via L1-randomization for online zero-order optimization with two point feedback
Arya Akhavan · Evgenii Chzhen · Massimiliano Pontil · Alexandre Tsybakov
Workshop
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach
Mao Ye · Bo Liu · Stephen Wright · Peter Stone · Qiang Liu
Poster
Wed 14:00 Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity
William de Vazelhes · Hualin Zhang · Huimin Wu · Xiaotong Yuan · Bin Gu
Poster
Thu 9:00 Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients
Hualin Zhang · Huan Xiong · Bin Gu
Poster
Wed 9:00 Online Algorithms for the Santa Claus Problem
Max Springer · MohammadTaghi Hajiaghayi · Debmalya Panigrahi · Mohammad Khani
Poster
Tue 14:00 Neural Topological Ordering for Computation Graphs
Mukul Gagrani · Corrado Rainone · Yang Yang · Harris Teague · Wonseok Jeon · Roberto Bondesan · Herke van Hoof · Christopher Lott · Weiliang Zeng · Piero Zappi
Poster
Tue 9:00 Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions
Saeed Masiha · Saber Salehkaleybar · Niao He · Negar Kiyavash · Patrick Thiran
Poster
Tue 14:00 Black-Box Generalization: Stability of Zeroth-Order Learning
Konstantinos Nikolakakis · Farzin Haddadpour · Dionysis Kalogerias · Amin Karbasi
Poster
Tue 14:00 Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization
Feihu Huang · Shangqian Gao · Jian Pei · Heng Huang
Poster
Thu 14:00 Scale-invariant Learning by Physics Inversion
Philipp Holl · Vladlen Koltun · Nils Thuerey
Workshop
Fishy: Layerwise Fisher Approximation for Higher-order Neural Network Optimization
Abel Peirson · Ehsan Amid · Yatong Chen · Vladimir Feinberg · Manfred Warmuth · Rohan Anil