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69 Results
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Poster
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Thu 13:30 |
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search Xin Qiu · Risto Miikkulainen |
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Workshop
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Fri 15:15 |
MindDial: Belief Dynamics Tracking with Theory-of-Mind Modeling for Neural Dialogue Generation Shuwen Qiu · Song-Chun Zhu · Zilong Zheng |
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| Wed 20:45 |
Information Theory at ICML: A Confluence of Minds Yao Xie |
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Poster
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Tue 14:00 |
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice Toshinori Kitamura · Tadashi Kozuno · Yunhao Tang · Nino Vieillard · Michal Valko · Wenhao Yang · Jincheng Mei · Pierre Menard · Mohammad Gheshlaghi Azar · Remi Munos · Olivier Pietquin · Matthieu Geist · Csaba Szepesvari · Wataru Kumagai · Yutaka Matsuo |
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Poster
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Thu 16:30 |
Theory on Forgetting and Generalization of Continual Learning Sen Lin · Peizhong Ju · Yingbin LIANG · Ness Shroff |
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Poster
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Tue 17:00 |
Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems Ainesh Bakshi · Allen Liu · Ankur Moitra · morris yau |
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Poster
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Tue 17:00 |
Learn to Accumulate Evidence from All Training Samples: Theory and Practice Deep Pandey · Qi Yu |
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Poster
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Tue 17:00 |
A General Theory for Federated Optimization with Asynchronous and Heterogeneous Clients Updates Yann Fraboni · Richard Vidal · Laetitia Kameni · Marco Lorenzi |
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Poster
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Tue 17:00 |
A theory of representation learning gives a deep generalisation of kernel methods Adam Yang · Maxime Robeyns · Edward Milsom · Ben Anson · Nandi Schoots · Laurence Aitchison |
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Poster
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Wed 14:00 |
Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories Zixuan Zhang · Minshuo Chen · Mengdi Wang · Wenjing Liao · Tuo Zhao |
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Poster
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Wed 14:00 |
An SDE for Modeling SAM: Theory and Insights Enea Monzio Compagnoni · Luca Biggio · Antonio Orvieto · Frank Proske · Hans Kersting · Aurelien Lucchi |
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Poster
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Wed 17:00 |
Revisiting Discriminative vs. Generative Classifiers: Theory and Implications Chenyu Zheng · Guoqiang Wu · Fan Bao · Yue Cao · Chongxuan Li · Jun Zhu |