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37 Results
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Workshop
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Label Noise: Ignorance Is Bliss Yilun Zhu · Jianxin Zhang · Aditya Gangrade · Clay Scott |
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Poster
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Wed 16:30 |
Normalization and effective learning rates in reinforcement learning Clare Lyle · Zeyu Zheng · Khimya Khetarpal · James Martens · Hado van Hasselt · Razvan Pascanu · Will Dabney |
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Poster
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Thu 11:00 |
Fast Rates for Bandit PAC Multiclass Classification Liad Erez · Alon Peled-Cohen · Tomer Koren · Yishay Mansour · Shay Moran |
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Workshop
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Sun 16:30 |
How Learning Rates Shape Neural Network Focus: Insights from Example Ranking Ekaterina Lobacheva · Keller Jordan · Aristide Baratin · Nicolas Le Roux |
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Poster
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Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate Fan-Ming Luo · Zuolin Tu · Zefang Huang · Yang Yu |
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Poster
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Wed 11:00 |
The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms Elizabeth Collins-Woodfin · Inbar Seroussi · Begoña García Malaxechebarría · Andrew W. Mackenzie · Elliot Paquette · Courtney Paquette |
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Poster
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Thu 11:00 |
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms Dimitri Meunier · Zikai Shen · Mattes Mollenhauer · Arthur Gretton · Zhu Li |
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Poster
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Wed 16:30 |
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling Shuaipeng Li · Penghao Zhao · Hailin Zhang · Xingwu Sun · Hao Wu · Dian Jiao · Weiyan Wang · Chengjun Liu · Zheng Fang · Jinbao Xue · Yangyu Tao · Bin CUI · Di Wang |
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Poster
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Wed 16:30 |
Super Consistency of Neural Network Landscapes and Learning Rate Transfer Lorenzo Noci · Alexandru Meterez · Thomas Hofmann · Antonio Orvieto |
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Workshop
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Convergence Rates of Bayesian Network Policy Gradient for Cooperative Multi-Agent Reinforcement Learning Dingyang Chen · Zhenyu Zhang · Xiaolong Kuang · Xinyang Shen · Ozalp Ozer · Qi Zhang |
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Poster
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Wed 11:00 |
Improved learning rates in multi-unit uniform price auctions Marius Potfer · Dorian Baudry · Hugo Richard · Vianney Perchet · Cheng Wan |
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Workshop
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A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules Kairong Luo · Haodong Wen · Shengding Hu · Zhenbo Sun · Zhiyuan Liu · Maosong Sun · Kaifeng Lyu · Wenguang Chen |