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Lindon Roberts

Non-Uniform Smoothness for Gradient Descent

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Nov 15, 2023
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Dynamic Bilevel Learning with Inexact Line Search

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Aug 19, 2023
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Analyzing Inexact Hypergradients for Bilevel Learning

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Jan 11, 2023
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Optimizing illumination patterns for classical ghost imaging

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Nov 07, 2022
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A simplified convergence theory for Byzantine resilient stochastic gradient descent

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Aug 25, 2022
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Efficient Hyperparameter Tuning with Dynamic Accuracy Derivative-Free Optimization

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Nov 06, 2020
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Scalable Derivative-Free Optimization for Nonlinear Least-Squares Problems

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Aug 01, 2020
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Inexact Derivative-Free Optimization for Bilevel Learning

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Jun 23, 2020
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