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53 Results
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Poster
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Mon 9:00 |
More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning Xinyang Yi · Zhaoran Wang · Zhuoran Yang · Constantine Caramanis · Han Liu |
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Poster
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Mon 9:00 |
Greedy Feature Construction Dino Oglic · Thomas Gärtner |
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Poster
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Tue 9:00 |
Supervised Learning with Tensor Networks Edwin M Stoudenmire · David Schwab |
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Poster
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Wed 9:00 |
Average-case hardness of RIP certification Tengyao Wang · Quentin Berthet · Yaniv Plan |
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Poster
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Wed 9:00 |
Exact Recovery of Hard Thresholding Pursuit Xiaotong Yuan · Ping Li · Tong Zhang |
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Poster
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Tue 9:00 |
Semiparametric Differential Graph Models Pan Xu · Quanquan Gu |
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Poster
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Wed 9:00 |
Learning Bound for Parameter Transfer Learning Wataru Kumagai |
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Poster
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Mon 9:00 |
Maximal Sparsity with Deep Networks? Bo Xin · Yizhou Wang · Wen Gao · David Wipf · Baoyuan Wang |
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Poster
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Wed 9:00 |
Fast recovery from a union of subspaces Chinmay Hegde · Piotr Indyk · Ludwig Schmidt |
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Poster
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Tue 9:00 |
Fast Algorithms for Robust PCA via Gradient Descent Xinyang Yi · Dohyung Park · Yudong Chen · Constantine Caramanis |
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Poster
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Mon 9:00 |
Learning Kernels with Random Features Aman Sinha · John Duchi |
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Poster
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Mon 9:00 |
On Regularizing Rademacher Observation Losses Richard Nock |