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Search All 2022 Events
217 Results
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Spotlight Session
Tue 13:15
OPT: Non-Convex
Poster
Tue 15:30
FedNest: Federated Bilevel, Minimax, and Compositional Optimization
Davoud Ataee Tarzanagh · Mingchen Li · Christos Thrampoulidis · Samet Oymak
Oral
Tue 13:45
FedNest: Federated Bilevel, Minimax, and Compositional Optimization
Davoud Ataee Tarzanagh · Mingchen Li · Christos Thrampoulidis · Samet Oymak
Poster
Thu 15:00
Proximal and Federated Random Reshuffling
Konstantin Mishchenko · Ahmed Khaled · Peter Richtarik
Spotlight
Thu 13:35
Proximal and Federated Random Reshuffling
Konstantin Mishchenko · Ahmed Khaled · Peter Richtarik
Spotlight
Tue 11:35
Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems
Lucy Gao · Jane J. Ye · Haian Yin · Shangzhi Zeng · Jin Zhang
Poster
Tue 15:30
Value Function based Difference-of-Convex Algorithm for Bilevel Hyperparameter Selection Problems
Lucy Gao · Jane J. Ye · Haian Yin · Shangzhi Zeng · Jin Zhang
Poster
Wed 15:30
Towards understanding how momentum improves generalization in deep learning
Samy Jelassi · Yuanzhi Li
Spotlight
Wed 7:30
Towards understanding how momentum improves generalization in deep learning
Samy Jelassi · Yuanzhi Li
Spotlight
Wed 7:40
Deep equilibrium networks are sensitive to initialization statistics
Atish Agarwala · Samuel Schoenholz
Poster
Wed 15:30
Deep equilibrium networks are sensitive to initialization statistics
Atish Agarwala · Samuel Schoenholz
Spotlight
Wed 8:10
Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications
Bokun Wang · Tianbao Yang
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