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70 Results
Poster
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Tue 9:00 |
Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with Variance Reduction and its Application to Optimization Yuri Kinoshita · Taiji Suzuki |
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Poster
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Thu 9:00 |
Automatic Differentiation of Programs with Discrete Randomness Gaurav Arya · Moritz Schauer · Frank Schäfer · Christopher Rackauckas |
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Workshop
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Stochastic Gradient Estimator for Differentiable NAS Libin Hou · Linyuan Wang · Qi Peng · Bin Yan |
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Poster
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Wed 14:00 |
On the convergence of policy gradient methods to Nash equilibria in general stochastic games Angeliki Giannou · Kyriakos Lotidis · Panayotis Mertikopoulos · Emmanouil-Vasileios Vlatakis-Gkaragkounis |
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Poster
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Tue 9:00 |
On the Convergence of Stochastic Multi-Objective Gradient Manipulation and Beyond Shiji Zhou · Wenpeng Zhang · Jiyan Jiang · Wenliang Zhong · Jinjie GU · Wenwu Zhu |
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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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Wed 14:00 |
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity William de Vazelhes · Hualin Zhang · Huimin Wu · Xiaotong Yuan · Bin Gu |
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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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Tue 14:00 |
A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization Tesi Xiao · Krishnakumar Balasubramanian · Saeed Ghadimi |
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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 |