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31 Results
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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 14:30 |
Towards GAN Benchmarks Which Require Generalization Ishaan Gulrajani · Colin Raffel · Luke Metz |
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Poster
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Tue 14:30 |
Deep reinforcement learning with relational inductive biases Vinicius Zambaldi · David Raposo · Adam Santoro · Victor Bapst · Yujia Li · Igor Babuschkin · Karl Tuyls · David P Reichert · Timothy Lillicrap · Edward Lockhart · Murray Shanahan · Victoria Langston · Razvan Pascanu · Matthew Botvinick · Oriol Vinyals · Peter Battaglia |
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Poster
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Thu 14:30 |
Deep learning generalizes because the parameter-function map is biased towards simple functions Guillermo Valle-Perez · Chico Q. Camargo · Ard Louis |
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Poster
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Wed 14:30 |
Adaptive Gradient Methods with Dynamic Bound of Learning Rate Liangchen Luo · Yuanhao Xiong · Yan Liu · Xu Sun |
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Poster
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Tue 14:30 |
Generalizable Adversarial Training via Spectral Normalization Farzan Farnia · Jesse Zhang · David Tse |
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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 14:30 |
Excessive Invariance Causes Adversarial Vulnerability Joern-Henrik Jacobsen · Jens Behrmann · Richard Zemel · Matthias Bethge |
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Poster
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Tue 14:30 |
Improving Generalization and Stability of Generative Adversarial Networks Hoang Thanh-Tung · Truyen Tran · Svetha Venkatesh |
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Poster
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Wed 14:30 |
Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality Taiji Suzuki |
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Poster
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Wed 14:30 |
The role of over-parametrization in generalization of neural networks Behnam Neyshabur · Zhiyuan Li · Srinadh Bhojanapalli · Yann LeCun · Nathan Srebro |
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Poster
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Wed 14:30 |
InfoBot: Transfer and Exploration via the Information Bottleneck Anirudh Goyal · Riashat Islam · DJ Strouse · Zafarali Ahmed · Hugo Larochelle · Matthew Botvinick · Sergey Levine · Yoshua Bengio |