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Poster
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Wed 17:00
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Limitations of Lazy Training of Two-layers Neural Network
Behrooz Ghorbani · Song Mei · Theodor Misiakiewicz · Andrea Montanari
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Workshop
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Fri 14:00
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Learning-Based Low-Rank Approximations
Piotr Indyk
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Poster
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Tue 17:30
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On the Power and Limitations of Random Features for Understanding Neural Networks
Gilad Yehudai · Ohad Shamir
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Poster
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Thu 10:45
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Locally Private Learning without Interaction Requires Separation
Amit Daniely · Vitaly Feldman
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Poster
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Thu 17:00
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Nearly Tight Bounds for Robust Proper Learning of Halfspaces with a Margin
Ilias Diakonikolas · Daniel Kane · Pasin Manurangsi
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Poster
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Thu 10:45
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Structure Learning with Side Information: Sample Complexity
Saurabh Sihag · Ali Tajer
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Poster
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Thu 10:45
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Fair Algorithms for Clustering
Suman Bera · Deeparnab Chakrabarty · Nicolas Flores · Maryam Negahbani
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Poster
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Wed 17:00
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Time/Accuracy Tradeoffs for Learning a ReLU with respect to Gaussian Marginals
Surbhi Goel · Sushrut Karmalkar · Adam Klivans
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Poster
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Tue 10:45
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On Learning Over-parameterized Neural Networks: A Functional Approximation Perspective
Lili Su · Pengkun Yang
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Poster
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Tue 10:45
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On the Hardness of Robust Classification
Pascale Gourdeau · Varun Kanade · Marta Kwiatkowska · James Worrell
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Poster
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Tue 10:45
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Universal Invariant and Equivariant Graph Neural Networks
Nicolas Keriven · Gabriel Peyré
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Poster
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Tue 10:45
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Efficient Approximation of Deep ReLU Networks for Functions on Low Dimensional Manifolds
Minshuo Chen · Haoming Jiang · Wenjing Liao · Tuo Zhao
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