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427 Results
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Poster
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Wed 11:00 |
On the Number of Linear Regions of Convolutional Neural Networks Huan Xiong · Lei Huang · Mengyang Yu · Li Liu · Fan Zhu · Ling Shao |
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Poster
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Tue 9:00 |
Certified Robustness to Label-Flipping Attacks via Randomized Smoothing Elan Rosenfeld · Ezra Winston · Pradeep Ravikumar · Zico Kolter |
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Poster
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Tue 12:00 |
A distributional view on multi-objective policy optimization Abbas Abdolmaleki · Sandy Huang · Leonard Hasenclever · Michael Neunert · Francis Song · Martina Zambelli · Murilo Martins · Nicolas Heess · Raia Hadsell · Martin Riedmiller |
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Poster
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Tue 8:00 |
The Tree Ensemble Layer: Differentiability meets Conditional Computation Hussein Hazimeh · Natalia Ponomareva · Petros Mol · Zhenyu Tan · Rahul Mazumder |
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Poster
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Tue 11:00 |
Online metric algorithms with untrusted predictions Antonios Antoniadis · Christian Coester · Marek Elias · Adam Polak · Bertrand Simon |
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Poster
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Tue 8:00 |
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch Esteban Real · Chen Liang · David So · Quoc Le |
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Poster
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Tue 13:00 |
Equivariant Flows: Exact Likelihood Generative Learning for Symmetric Densities Jonas Köhler · Leon Klein · Frank Noe |
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Poster
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Tue 8:00 |
Batch Reinforcement Learning with Hyperparameter Gradients Byung-Jun Lee · Jongmin Lee · Peter Vrancx · Dongho Kim · Kee-Eung Kim |
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Poster
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Tue 10:00 |
Sub-Goal Trees -- a Framework for Goal-Based Reinforcement Learning Tom Jurgenson · Or Avner · Edward Groshev · Aviv Tamar |
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Poster
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Tue 15:00 |
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations Ching-Yao Chuang · Antonio Torralba · Stefanie Jegelka |
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Poster
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Wed 10:00 |
AdaScale SGD: A User-Friendly Algorithm for Distributed Training Tyler Johnson · Pulkit Agrawal · Haijie Gu · Carlos Guestrin |
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Poster
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Wed 11:00 |
Double Trouble in Double Descent: Bias and Variance(s) in the Lazy Regime Stéphane d'Ascoli · Maria Refinetti · Giulio Biroli · Florent Krzakala |