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