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Poster
Thu 15:00 Delay-Adaptive Step-sizes for Asynchronous Learning
Xuyang Wu · Sindri Magnusson · Hamid Reza Feyzmahdavian · Mikael Johansson
Spotlight
Thu 12:40 Delay-Adaptive Step-sizes for Asynchronous Learning
Xuyang Wu · Sindri Magnusson · Hamid Reza Feyzmahdavian · Mikael Johansson
Poster
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
Spotlight
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
Poster
Thu 15:00 Bregman Neural Networks
Jordan Frecon · Gilles Gasso · Massimiliano Pontil · Saverio Salzo
Spotlight
Thu 12:30 Bregman Neural Networks
Jordan Frecon · Gilles Gasso · Massimiliano Pontil · Saverio Salzo
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
Thu 7:30 Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation
Steffen Schotthöfer · Tianbai Xiao · Martin Frank · Cory Hauck
Poster
Thu 15:00 Structure Preserving Neural Networks: A Case Study in the Entropy Closure of the Boltzmann Equation
Steffen Schotthöfer · Tianbai Xiao · Martin Frank · Cory Hauck
Poster
Thu 15:00 UnderGrad: A Universal Black-Box Optimization Method with Almost Dimension-Free Convergence Rate Guarantees
Kimon Antonakopoulos · Dong Quan Vu · Volkan Cevher · Kfir Levy · Panayotis Mertikopoulos
Oral
Thu 10:30 UnderGrad: A Universal Black-Box Optimization Method with Almost Dimension-Free Convergence Rate Guarantees
Kimon Antonakopoulos · Dong Quan Vu · Volkan Cevher · Kfir Levy · Panayotis Mertikopoulos