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37 Results
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Poster
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Wed 9:00 |
The Curse of Unrolling: Rate of Differentiating Through Optimization Damien Scieur · Gauthier Gidel · Quentin Bertrand · Fabian Pedregosa |
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Poster
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Wed 14:00 |
Gradient Descent: The Ultimate Optimizer Kartik Chandra · Audrey Xie · Jonathan Ragan-Kelley · ERIK MEIJER |
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Poster
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Tue 14:00 |
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization Qing Guo · Junya Chen · Dong Wang · Yuewei Yang · Xinwei Deng · Jing Huang · Larry Carin · Fan Li · Chenyang Tao |
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Poster
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Thu 9:00 |
Uncoupled Learning Dynamics with Ioannis Anagnostides · Gabriele Farina · Christian Kroer · Chung-Wei Lee · Haipeng Luo · Tuomas Sandholm |
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Poster
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Tue 9:00 |
Dataset Distillation using Neural Feature Regression Yongchao Zhou · Ehsan Nezhadarya · Jimmy Ba |
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Poster
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Tue 9:00 |
Neural Conservation Laws: A Divergence-Free Perspective Jack Richter-Powell · Yaron Lipman · Ricky T. Q. Chen |
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Workshop
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Bayesian Optimization with a Neural Network Meta-learned on Synthetic Data Only Samuel Müller · Sebastian Pineda Arango · Matthias Feurer · Josif Grabocka · Frank Hutter |
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Poster
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Wed 9:00 |
Towards Learning Universal Hyperparameter Optimizers with Transformers Yutian Chen · Xingyou Song · Chansoo Lee · Zi Wang · Richard Zhang · David Dohan · Kazuya Kawakami · Greg Kochanski · Arnaud Doucet · Marc'Aurelio Ranzato · Sagi Perel · Nando de Freitas |
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Poster
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Thu 9:00 |
A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks Mingrui Liu · Zhenxun Zhuang · Yunwen Lei · Chunyang Liao |
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Poster
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Wed 9:00 |
Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games Ioannis Anagnostides · Gabriele Farina · Ioannis Panageas · Tuomas Sandholm |
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Poster
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Wed 14:00 |
Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization Samuel Daulton · Xingchen Wan · David Eriksson · Maximilian Balandat · Michael A Osborne · Eytan Bakshy |
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Workshop
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One-Shot Optimal Design for Gaussian Process Analysis of Randomized Experiments Jelena Markovic · Qing Feng · Eytan Bakshy |