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217 Results
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Poster
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Wed 15:30 |
Statistical inference with implicit SGD: proximal Robbins-Monro vs. Polyak-Ruppert Yoonhyung Lee · Sungdong Lee · Joong-Ho (Johann) Won |
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Spotlight
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Wed 7:50 |
Fast Composite Optimization and Statistical Recovery in Federated Learning Yajie Bao · Michael Crawshaw · Shan Luo · Mingrui Liu |
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Poster
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Wed 15:30 |
Fast Composite Optimization and Statistical Recovery in Federated Learning Yajie Bao · Michael Crawshaw · Shan Luo · Mingrui Liu |
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Spotlight
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Thu 13:40 |
Bregman Power k-Means for Clustering Exponential Family Data Adithya D Vellal · Saptarshi Chakraborty · Jason Xu |
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Spotlight
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Tue 8:35 |
Only tails matter: Average-Case Universality and Robustness in the Convex Regime LEONARDO CUNHA · Gauthier Gidel · Fabian Pedregosa · Damien Scieur · Courtney Paquette |
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Poster
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Thu 15:00 |
Delay-Adaptive Step-sizes for Asynchronous Learning Xuyang Wu · Sindri Magnusson · Hamid Reza Feyzmahdavian · Mikael Johansson |
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Poster
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Thu 15:00 |
Bregman Power k-Means for Clustering Exponential Family Data Adithya D Vellal · Saptarshi Chakraborty · Jason Xu |
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Spotlight
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Thu 12:40 |
Delay-Adaptive Step-sizes for Asynchronous Learning Xuyang Wu · Sindri Magnusson · Hamid Reza Feyzmahdavian · Mikael Johansson |
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Poster
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Tue 15:30 |
Only tails matter: Average-Case Universality and Robustness in the Convex Regime LEONARDO CUNHA · Gauthier Gidel · Fabian Pedregosa · Damien Scieur · Courtney Paquette |
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Spotlight
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Thu 12:30 |
Bregman Neural Networks Jordan Frecon · Gilles Gasso · Massimiliano Pontil · Saverio Salzo |
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Poster
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Thu 15:00 |
Bregman Neural Networks Jordan Frecon · Gilles Gasso · Massimiliano Pontil · Saverio Salzo |
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Spotlight
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Wed 8:40 |
ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally! Konstantin Mishchenko · Grigory Malinovsky · Sebastian Stich · Peter Richtarik |