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132 Results
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Poster
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Tue 15:30 |
Scalable First-Order Bayesian Optimization via Structured Automatic Differentiation Sebastian Ament · Carla Gomes |
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Oral
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Tue 13:45 |
Independent Policy Gradient for Large-Scale Markov Potential Games: Sharper Rates, Function Approximation, and Game-Agnostic Convergence Dongsheng Ding · Chen-Yu Wei · Kaiqing Zhang · Mihailo Jovanovic |
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Poster
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Tue 15:30 |
On Convergence of Gradient Descent Ascent: A Tight Local Analysis Haochuan Li · Farzan Farnia · Subhro Das · Ali Jadbabaie |
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Poster
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Wed 15:30 |
ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally! Konstantin Mishchenko · Grigory Malinovsky · Sebastian Stich · Peter Richtarik |
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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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Tue 11:20 |
Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty Jixiang Qing · Tom Dhaene · Ivo Couckuyt |
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Oral
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Thu 13:05 |
A Simple yet Universal Strategy for Online Convex Optimization Lijun Zhang · Guanghui Wang · Jinfeng Yi · Tianbao Yang |
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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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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 |
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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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Spotlight
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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 |
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Oral
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Thu 13:00 |
Anarchic Federated Learning Haibo Yang · Xin Zhang · Prashant Khanduri · Jia Liu |