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95 Results
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Poster
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Thu 14:00 |
On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond Xiaotong Yuan · Ping Li |
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Poster
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Thu 14:00 |
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization Songtao Lu · Siliang Zeng · Xiaodong Cui · Mark Squillante · Lior Horesh · Brian Kingsbury · Jia Liu · Mingyi Hong |
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Poster
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Thu 14:00 |
Near-Optimal Goal-Oriented Reinforcement Learning in Non-Stationary Environments Liyu Chen · Haipeng Luo |
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Workshop
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PIPS: Path Integral Stochastic Optimal Control for Path Sampling in Molecular Dynamics Lars Holdijk · Yuanqi Du · Ferry Hooft · Priyank Jaini · Berend Ensing · Max Welling |
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Poster
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Tue 9:00 |
Dynamics of SGD with Stochastic Polyak Stepsizes: Truly Adaptive Variants and Convergence to Exact Solution Antonio Orvieto · Simon Lacoste-Julien · Nicolas Loizou |
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Poster
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Tue 9:00 |
SAPD+: An Accelerated Stochastic Method for Nonconvex-Concave Minimax Problems Xuan Zhang · Necdet Serhat Aybat · Mert Gurbuzbalaban |
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Poster
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Thu 9:00 |
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization Kun Yuan · Xinmeng Huang · Yiming Chen · Xiaohan Zhang · Yingya Zhang · Pan Pan |
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Poster
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Tue 9:00 |
Decentralized Local Stochastic Extra-Gradient for Variational Inequalities Aleksandr Beznosikov · Pavel Dvurechenskii · Anastasiia Koloskova · Valentin Samokhin · Sebastian Stich · Alexander Gasnikov |
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Poster
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Tue 9:00 |
Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data Abhishek Roy · Krishnakumar Balasubramanian · Saeed Ghadimi |
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Poster
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Tue 14:00 |
Optimal Algorithms for Decentralized Stochastic Variational Inequalities Dmitry Kovalev · Aleksandr Beznosikov · Abdurakhmon Sadiev · Michael Persiianov · Peter Richtarik · Alexander Gasnikov |
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Poster
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Tue 9:00 |
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions Saeed Masiha · Saber Salehkaleybar · Niao He · Negar Kiyavash · Patrick Thiran |