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Poster
Wed 15:30 Three-stage Evolution and Fast Equilibrium for SGD with Non-degerate Critical Points
Yi Wang · Zhiren Wang
Poster
Wed 15:30 The power of first-order smooth optimization for black-box non-smooth problems
Alexander Gasnikov · Anton Novitskii · Vasilii Novitskii · Farshed Abdukhakimov · Dmitry Kamzolov · Aleksandr Beznosikov · Martin Takac · Pavel Dvurechenskii · Bin Gu
Spotlight
Wed 14:50 The power of first-order smooth optimization for black-box non-smooth problems
Alexander Gasnikov · Anton Novitskii · Vasilii Novitskii · Farshed Abdukhakimov · Dmitry Kamzolov · Aleksandr Beznosikov · Martin Takac · Pavel Dvurechenskii · Bin Gu
Spotlight
Wed 14:50 Three-stage Evolution and Fast Equilibrium for SGD with Non-degerate Critical Points
Yi Wang · Zhiren Wang
Spotlight
Wed 8:40 ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally!
Konstantin Mishchenko · Grigory Malinovsky · Sebastian Stich · Peter Richtarik
Poster
Wed 15:30 ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally!
Konstantin Mishchenko · Grigory Malinovsky · Sebastian Stich · Peter Richtarik
Spotlight
Wed 14:45 Private optimization in the interpolation regime: faster rates and hardness results
Hilal Asi · Karan Chadha · Gary Cheng · John Duchi
Poster
Wed 15:30 Private optimization in the interpolation regime: faster rates and hardness results
Hilal Asi · Karan Chadha · Gary Cheng · John Duchi
Poster
Wed 15:30 Statistical inference with implicit SGD: proximal Robbins-Monro vs. Polyak-Ruppert
Yoonhyung Lee · Sungdong Lee · Joong-Ho (Johann) Won
Spotlight
Wed 8:35 Statistical inference with implicit SGD: proximal Robbins-Monro vs. Polyak-Ruppert
Yoonhyung Lee · Sungdong Lee · Joong-Ho (Johann) Won
Spotlight
Wed 8:00 Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning
Alberto Bietti · Chen-Yu Wei · Miroslav Dudik · John Langford · Steven Wu
Poster
Wed 15:30 Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning
Alberto Bietti · Chen-Yu Wei · Miroslav Dudik · John Langford · Steven Wu