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Poster
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Wed 12:45 |
Rate-Regularization and Generalization in Variational Autoencoders Alican Bozkurt · Babak Esmaeili · Jean-Baptiste Tristan · Dana Brooks · Jennifer Dy · Jan-Willem van de Meent |
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Poster
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Wed 6:00 |
Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning Kai Cui · Heinz Koeppl |
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Poster
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Tue 14:00 |
Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions Hossein Taheri · Ramtin Pedarsani · Christos Thrampoulidis |
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Poster
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Wed 6:00 |
Regularized ERM on random subspaces Andrea Della Vecchia · Jaouad Mourtada · Ernesto De Vito · Lorenzo Rosasco |
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Poster
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Wed 6:00 |
Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms Alicia Curth · Mihaela van der Schaar |
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Oral
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Thu 15:45 |
Minimax Optimal Regression over Sobolev Spaces via Laplacian Regularization on Neighborhood Graphs Alden Green · Sivaraman Balakrishnan · Ryan Tibshirani |
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Poster
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Wed 6:00 |
Regularization Matters: A Nonparametric Perspective on Overparametrized Neural Network Tianyang Hu · Wenjia Wang · Cong Lin · Guang Cheng |
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Poster
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Tue 18:30 |
Regularized Policies are Reward Robust Hisham Husain · Kamil Ciosek · Ryota Tomioka |
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Poster
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Wed 12:45 |
Implicit Regularization via Neural Feature Alignment Aristide Baratin · Thomas George · César Laurent · R Devon Hjelm · Guillaume Lajoie · Pascal Vincent · Simon Lacoste-Julien |
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Poster
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Tue 14:00 |
Minimax Optimal Regression over Sobolev Spaces via Laplacian Regularization on Neighborhood Graphs Alden Green · Sivaraman Balakrishnan · Ryan Tibshirani |
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Poster
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Thu 7:30 |
Iterative regularization for convex regularizers Cesare Molinari · Mathurin Massias · Lorenzo Rosasco · Silvia Villa |
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Poster
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Thu 7:30 |
Explicit Regularization of Stochastic Gradient Methods through Duality Anant Raj · Francis Bach |