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Amit Daniely

RedEx: Beyond Fixed Representation Methods via Convex Optimization

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Jan 15, 2024
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Locally Optimal Descent for Dynamic Stepsize Scheduling

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Nov 23, 2023
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Multiclass Boosting: Simple and Intuitive Weak Learning Criteria

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Jul 02, 2023
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Most Neural Networks Are Almost Learnable

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May 30, 2023
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Efficiently Learning Neural Networks: What Assumptions May Suffice?

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Feb 15, 2023
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On the Sample Complexity of Two-Layer Networks: Lipschitz vs. Element-Wise Lipschitz Activation

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Nov 29, 2022
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Approximate Description Length, Covering Numbers, and VC Dimension

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Sep 26, 2022
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Monotone Learning

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Feb 10, 2022
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Asynchronous Stochastic Optimization Robust to Arbitrary Delays

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Jun 22, 2021
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An Exact Poly-Time Membership-Queries Algorithm for Extraction a three-Layer ReLU Network

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May 20, 2021
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