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9 Results
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Poster
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Thu 14:00 |
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms Xutong Liu · Jinhang Zuo · Siwei Wang · Carlee Joe-Wong · John C.S. Lui · Wei Chen |
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Poster
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Tue 14:00 |
Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions Kiwon Lee · Andrew Cheng · Elliot Paquette · Courtney Paquette |
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Workshop
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On the impact of larger batch size in the training of Physics Informed Neural Networks Shyam Sankaran · Hanwen Wang · Leonardo Ferreira Guilhoto · Paris Perdikaris |
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Poster
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Thu 14:00 |
Batch size-invariance for policy optimization Jacob Hilton · Karl Cobbe · John Schulman |
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Workshop
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Batch size selection by stochastic optimal contro Jim Zhao · Aurelien Lucchi · Frank Proske · Antonio Orvieto · Hans Kersting |
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Workshop
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Variance Double-Down: The Small Batch Size Anomaly in Multistep Deep Reinforcement Learning Johan Obando Ceron · Marc Bellemare · Pablo Samuel Castro |
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Workshop
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Q-Ensemble for Offline RL: Don't Scale the Ensemble, Scale the Batch Size Alexander Nikulin · Vladislav Kurenkov · Denis Tarasov · Dmitry Akimov · Sergey Kolesnikov |
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Poster
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Tue 9:00 |
Modeling the Machine Learning Multiverse Samuel J. Bell · Onno Kampman · Jesse Dodge · Neil Lawrence |
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Poster
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Wed 9:00 |
GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Models Wenbo Su · Yuanxing Zhang · Yufeng Cai · Kaixu Ren · Pengjie Wang · Huimin Yi · Yue Song · Jing Chen · Hongbo Deng · Jian Xu · Lin Qu · Bo Zheng |