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8 Results
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Poster
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Wed 14:30 |
G-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space Qi Meng · Shuxin Zheng · Huishuai Zhang · Wei Chen · Qiwei Ye · Zhi-Ming Ma · Nenghai Yu · Tie-Yan Liu |
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Poster
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Thu 14:30 |
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs Ryan L Murphy · Balasubramaniam Srinivasan · Vinayak Rao · Bruno Ribeiro |
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Poster
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Wed 14:30 |
Theoretical Analysis of Auto Rate-Tuning by Batch Normalization Sanjeev Arora · Zhiyuan Li · Kaifeng Lyu |
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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 |
Invariant and Equivariant Graph Networks Haggai Maron · Heli Ben-Hamu · Nadav Shamir · Yaron Lipman |
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Invited Talk
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Mon 12:30 |
Learning Representations Using Causal Invariance Leon Bottou |
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Poster
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Thu 14:30 |
Learning Representations of Sets through Optimized Permutations Yan Zhang · Jonathon Hare · Adam Prugel-Bennett |
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Poster
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Thu 14:30 |
Efficient Augmentation via Data Subsampling Michael Kuchnik · Virginia Smith |