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