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39 Results
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Poster
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Wed 7:45 |
The Spectrum of the Fisher Information Matrix of a Single-Hidden-Layer Neural Network Jeffrey Pennington · Pratik Worah |
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Poster
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Tue 14:00 |
Robustness of conditional GANs to noisy labels Kiran Thekumparampil · Ashish Khetan · Zinan Lin · Sewoong Oh |
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Poster
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Wed 14:00 |
Legendre Decomposition for Tensors Mahito Sugiyama · Hiroyuki Nakahara · Koji Tsuda |
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Poster
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Thu 14:00 |
Invariant Representations without Adversarial Training Daniel Moyer · Shuyang Gao · Rob Brekelmans · Aram Galstyan · Greg Ver Steeg |
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Poster
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Wed 7:45 |
Binary Rating Estimation with Graph Side Information Kwangjun Ahn · Kangwook Lee · Hyunseung Cha · Changho Suh |
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Poster
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Thu 7:45 |
Provable Gaussian Embedding with One Observation Ming Yu · Zhuoran Yang · Tuo Zhao · Mladen Kolar · Zhaoran Wang |
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Poster
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Thu 14:00 |
Nonparametric Density Estimation under Adversarial Losses Shashank Singh · Ananya Uppal · Boyue Li · Chun-Liang Li · Manzil Zaheer · Barnabas Poczos |
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Poster
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Wed 14:00 |
Contextual Stochastic Block Models Yash Deshpande · Subhabrata Sen · Andrea Montanari · Elchanan Mossel |
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Poster
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Thu 14:00 |
Multi-Class Learning: From Theory to Algorithm Jian Li · Yong Liu · Rong Yin · Hua Zhang · Lizhong Ding · Weiping Wang |
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Poster
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Thu 7:45 |
The committee machine: Computational to statistical gaps in learning a two-layers neural network Benjamin Aubin · Antoine Maillard · jean barbier · Florent Krzakala · Nicolas Macris · Lenka Zdeborová |
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Poster
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Wed 14:00 |
Learning to Share and Hide Intentions using Information Regularization DJ Strouse · Max Kleiman-Weiner · Josh Tenenbaum · Matt Botvinick · David Schwab |
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Poster
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Thu 7:45 |
Entropy and mutual information in models of deep neural networks Marylou Gabrié · Andre Manoel · Clément Luneau · jean barbier · Nicolas Macris · Florent Krzakala · Lenka Zdeborová |