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Robert Gower

SGD with Clipping is Secretly Estimating the Median Gradient

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Feb 20, 2024
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SANIA: Polyak-type Optimization Framework Leads to Scale Invariant Stochastic Algorithms

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Dec 28, 2023
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Variational Inference with Gaussian Score Matching

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Jul 15, 2023
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Provable convergence guarantees for black-box variational inference

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Jun 04, 2023
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