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25 Results
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Poster
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Wed 9:00 |
Information asymmetry in KL-regularized RL Alexandre Galashov · Siddhant Jayakumar · Leonard Hasenclever · Dhruva Tirumala · Jonathan Schwarz · Guillaume Desjardins · Wojciech M Czarnecki · Yee Whye Teh · Razvan Pascanu · Nicolas Heess |
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Poster
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Wed 14:30 |
Deterministic PAC-Bayesian generalization bounds for deep networks via generalizing noise-resilience Vaishnavh Nagarajan · Zico Kolter |
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Poster
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Tue 9:00 |
Equi-normalization of Neural Networks Pierre Stock · Benjamin Graham · Rémi Gribonval · Hervé Jégou |
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Poster
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Wed 14:30 |
Adaptive Estimators Show Information Compression in Deep Neural Networks Ivan Chelombiev · Conor Houghton · Cian O'Donnell |
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Poster
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Wed 14:30 |
Regularized Learning for Domain Adaptation under Label Shifts Kamyar Azizzadenesheli · Anqi Liu · Fanny Yang · Anima Anandkumar |
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Poster
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Wed 14:30 |
Gradient descent aligns the layers of deep linear networks Ziwei Ji · Matus Telgarsky |
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Poster
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Tue 9:00 |
The Singular Values of Convolutional Layers Hanie Sedghi · Vineet Gupta · Phil Long |
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Poster
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Wed 14:30 |
Decoupled Weight Decay Regularization Ilya Loshchilov · Frank Hutter |
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Poster
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Wed 9:00 |
Selfless Sequential Learning Rahaf Aljundi · Marcus Rohrbach · Tinne Tuytelaars |
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Poster
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Wed 14:30 |
There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average Ben Athiwaratkun · Marc A Finzi · Pavel Izmailov · Andrew G Wilson |
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Poster
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Wed 14:30 |
Three Mechanisms of Weight Decay Regularization Guodong Zhang · Chaoqi Wang · Bowen Xu · Roger Grosse |
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Poster
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Tue 9:00 |
Model-Predictive Policy Learning with Uncertainty Regularization for Driving in Dense Traffic Mikael Henaff · Alfredo Canziani · Yann LeCun |