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Spotlight Session
Tue 13:15 OPT: Non-Convex
Poster
Wed 15:30 Three-stage Evolution and Fast Equilibrium for SGD with Non-degerate Critical Points
Yi Wang · Zhiren Wang
Spotlight
Wed 14:50 Three-stage Evolution and Fast Equilibrium for SGD with Non-degerate Critical Points
Yi Wang · Zhiren Wang
Poster
Wed 15:30 On Learning Mixture of Linear Regressions in the Non-Realizable Setting
Soumyabrata Pal · Arya Mazumdar · Rajat Sen · Avishek Ghosh
Spotlight
Wed 11:35 On Learning Mixture of Linear Regressions in the Non-Realizable Setting
Soumyabrata Pal · Arya Mazumdar · Rajat Sen · Avishek Ghosh
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 Deep equilibrium networks are sensitive to initialization statistics
Atish Agarwala · Samuel Schoenholz