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Alp Yurtsever

Convex Formulations for Training Two-Layer ReLU Neural Networks

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Oct 29, 2024
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Federated Frank-Wolfe Algorithm

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Aug 19, 2024
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Personalized Multi-tier Federated Learning

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Jul 19, 2024
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A Variational Perspective on High-Resolution ODEs

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Nov 03, 2023
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Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization

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Mar 23, 2022
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Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization

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Feb 26, 2022
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An Optimal-Storage Approach to Semidefinite Programming using Approximate Complementarity

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Feb 09, 2019
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Stochastic Conditional Gradient Method for Composite Convex Minimization

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Jan 29, 2019
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Online Adaptive Methods, Universality and Acceleration

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Sep 08, 2018
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Practical sketching algorithms for low-rank matrix approximation

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Jan 02, 2018
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