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378 Results
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Workshop
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From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks Clémentine Dominé · Nicolas Anguita · Alexandra Proca · Lukas Braun · Daniel Kunin · Pedro A.M Mediano · Andrew Saxe |
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Poster
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Fri 16:30 |
Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation Wooseong Cho · Taehyun Hwang · Joongkyu Lee · Min-hwan Oh |
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Poster
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Wed 11:00 |
Evidential Mixture Machines: Deciphering Multi-Label Correlations for Active Learning Sensitivity Dayou Yu · Minghao Li · Weishi Shi · Qi Yu |
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Poster
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Fri 11:00 |
Model-free Low-Rank Reinforcement Learning via Leveraged Entry-wise Matrix Estimation Stefan Stojanovic · Yassir Jedra · Alexandre Proutiere |
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Workshop
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From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks Clémentine Dominé · Nicolas Anguita · Alexandra Proca · Lukas Braun · Daniel Kunin · Pedro A.M Mediano · Andrew Saxe |
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Workshop
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Predicting human decisions with behavioral theories and machine learning Ori Plonsky · Reut Apel · Eyal Ert · Moshe Tennenholtz · David Bourgin · Joshua Peterson · Daniel Reichman · Tom Griffiths · Stuart J Russell · Evan Carter · James Cavanagh · Ido Erev |
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Workshop
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Optimal Protocols for Continual Learning via Statistical Physics and Control Theory Francesco Mori · Stefano Sarao Mannelli · Francesca Mignacco |
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Poster
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Thu 16:30 |
Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models Zun Wang · Chang Liu · Nianlong Zou · He Zhang · Xinran Wei · Lin Huang · Lijun Wu · Bin Shao |
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Poster
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Fri 11:00 |
Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness Xiaoge Deng · Tao Sun · Shengwei Li · Dongsheng Li · Xicheng Lu |
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Poster
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Fri 11:00 |
An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem yoonsoo nam · Nayara Fonseca · Seok Hyeong Lee · Chris Mingard · Ard Louis |
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Poster
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Wed 11:00 |
Cross-Device Collaborative Test-Time Adaptation Guohao Chen · Shuaicheng Niu · Deyu Chen · Shuhai Zhang · Changsheng Li · Yuanqing Li · Mingkui Tan |
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Poster
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An Analytical Study of Utility Functions in Multi-Objective Reinforcement Learning Manel Rodríguez Soto · Juan A Rodríguez-Aguilar · Maite López-Sánchez |