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Thomas Flynn

Problem-dependent convergence bounds for randomized linear gradient compression

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Nov 19, 2024
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An Evaluation of Real-time Adaptive Sampling Change Point Detection Algorithm using KCUSUM

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Feb 15, 2024
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Learning Independent Program and Architecture Representations for Generalizable Performance Modeling

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Oct 25, 2023
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Stochastic Projective Splitting: Solving Saddle-Point Problems with Multiple Regularizers

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Jun 24, 2021
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SimNet: Computer Architecture Simulation using Machine Learning

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May 12, 2021
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Bounding the expected run-time of nonconvex optimization with early stopping

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Feb 20, 2020
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Layered SGD: A Decentralized and Synchronous SGD Algorithm for Scalable Deep Neural Network Training

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Jun 13, 2019
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Gradient Descent using Duality Structures

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Aug 31, 2017
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