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63 Results
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Poster
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Thu 16:30 |
Inexact Augmented Lagrangian Methods for Conic Optimization: Quadratic Growth and Linear Convergence Feng-Yi Liao · Lijun Ding · Yang Zheng |
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Poster
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Fri 16:30 |
Deep Learning for Computing Convergence Rates of Markov Chains Yanlin Qu · Jose Blanchet · Peter W Glynn |
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Poster
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Thu 16:30 |
ADOPT: Modified Adam Can Converge with Any β2β2 with the Optimal Rate Shohei Taniguchi · Keno Harada · Gouki Minegishi · Yuta Oshima · Seong Cheol Jeong · Go Nagahara · Tomoshi Iiyama · Masahiro Suzuki · Yusuke Iwasawa · Yutaka Matsuo |
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Poster
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Thu 11:00 |
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play Qi Ju · Falin Hei · Ting Feng · Dengbing Yi · Zhemei Fang · YunFeng Luo |
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Poster
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Thu 11:00 |
Discovering Preference Optimization Algorithms with and for Large Language Models Chris Lu · Samuel Holt · Claudio Fanconi · Alex Chan · Jakob Foerster · Mihaela van der Schaar · Robert Lange |
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Poster
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Fri 11:00 |
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms Yang Cai · Gabriele Farina · Julien Grand-Clément · Christian Kroer · Chung-Wei Lee · Haipeng Luo · Weiqiang Zheng |
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Poster
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Fri 11:00 |
Convergence of log(1/ϵ) for Gradient-Based Algorithms in Zero-Sum Games without the Condition Number: A Smoothed Analysis Ioannis Anagnostides · Tuomas Sandholm |
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Poster
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Fri 16:30 |
Non-asymptotic Global Convergence Analysis of BFGS with the Armijo-Wolfe Line Search Qiujiang Jin · Ruichen Jiang · Aryan Mokhtari |
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Poster
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Thu 11:00 |
Small steps no more: Global convergence of stochastic gradient bandits for arbitrary learning rates Jincheng Mei · Bo Dai · Alekh Agarwal · Sharan Vaswani · Anant Raj · Csaba Szepesvari · Dale Schuurmans |
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Poster
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Thu 16:30 |
Directional Smoothness and Gradient Methods: Convergence and Adaptivity Aaron Mishkin · Ahmed Khaled · Yuanhao Wang · Aaron Defazio · Robert Gower |
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Poster
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Fri 11:00 |
How does PDE order affect the convergence of PINNs? Chang hoon Song · Yesom Park · Myungjoo Kang |
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Poster
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Thu 11:00 |
Metrizing Weak Convergence with Maximum Mean Discrepancies Carl-Johann Simon-Gabriel · Alessandro Barp · Bernhard Schölkopf · Lester Mackey |