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Workshop
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Fri 1:40
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FQDet: Fast-converging Query-based Detector
Cédric Picron · Punarjay Chakravarty · Tinne Tuytelaars
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Poster
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Tue 9:00
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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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Wed 14:00
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When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint
Yoav S Freund · Yi-An Ma · Tong Zhang
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Poster
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Tue 9:00
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Will Bilevel Optimizers Benefit from Loops
Kaiyi Ji · Mingrui Liu · Yingbin Liang · Lei Ying
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Panel
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Thu 9:15
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Panel 5B-1: Convergence for score-based… & Learning (Very) Simple…
Sitan Chen · Yixin Tan
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Poster
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Thu 14:00
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Inducing Equilibria via Incentives: Simultaneous Design-and-Play Ensures Global Convergence
Boyi Liu · Jiayang Li · Zhuoran Yang · Hoi-To Wai · Mingyi Hong · Yu Nie · Zhaoran Wang
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Panel
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Tue 18:45
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Panel 2A-4: Uncoupled Learning Dynamics… & Finite-Time Last-Iterate Convergence…
Yang Cai · Ioannis Anagnostides
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Poster
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Wed 9:00
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A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
Zhenyu Sun · Ermin Wei
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Poster
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A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning
Eloïse Berthier · Ziad Kobeissi · Francis Bach
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Poster
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Tue 9:00
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On the Global Convergence Rates of Decentralized Softmax Gradient Play in Markov Potential Games
Runyu Zhang · Jincheng Mei · Bo Dai · Dale Schuurmans · Na Li
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Poster
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Wed 9:00
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A Damped Newton Method Achieves Global O(1k2) and Local Quadratic Convergence Rate
Slavomír Hanzely · Dmitry Kamzolov · Dmitry Pasechnyuk · Alexander Gasnikov · Peter Richtarik · Martin Takac
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Poster
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Tue 9:00
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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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