Search Results - "Dereziński, Michał" :: K.UTB vyhledávací portál

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Hessian averaging in stochastic Newton methods achieves superlinear convergence

by Na, Sen, Dereziński, Michał, Mahoney, Michael W.
Published in Mathematical programming (01.09.2023)

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Determinantal Point Processes in Randomized Numerical Linear Algebra

by Dereziński, Michał, Mahoney, Michael W.
Published in Notices of the American Mathematical Society (01.01.2021)

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Algorithmic Gaussianization through Sketching: Converting Data into Sub-gaussian Random Designs

by Dereziński, Michał
Year of Publication 21.06.2022

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Stochastic Variance-Reduced Newton: Accelerating Finite-Sum Minimization with Large Batches

by Dereziński, Michał
Year of Publication 06.06.2022

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Solving Dense Linear Systems Faster Than via Preconditioning

by Dereziński, Michał, Yang, Jiaming
Year of Publication 14.12.2023

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Recent and Upcoming Developments in Randomized Numerical Linear Algebra for Machine Learning

by Dereziński, Michał, Mahoney, Michael W
Year of Publication 16.06.2024

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Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition

by Dereziński, Michał, Rebrova, Elizaveta
Year of Publication 19.08.2022

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Algorithmic Gaussianization through Sketching: Converting Data into Sub-gaussian Random Designs

by Dereziński, Michał
Published in arXiv.org (27.07.2023)

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Fast determinantal point processes via distortion-free intermediate sampling

by Dereziński, Michał
Year of Publication 08.11.2018

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Stochastic Variance-Reduced Newton: Accelerating Finite-Sum Minimization with Large Batches

by Dereziński, Michał
Published in arXiv.org (06.06.2022)

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Stochastic Newton Proximal Extragradient Method

by Jiang, Ruichen, Dereziński, Michał, Mokhtari, Aryan
Year of Publication 03.06.2024

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Faster Linear Systems and Matrix Norm Approximation via Multi-level Sketched Preconditioning

by Dereziński, Michał, Musco, Christopher, Yang, Jiaming
Year of Publication 09.05.2024

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Distributed Least Squares in Small Space via Sketching and Bias Reduction

by Garg, Sachin, Tan, Kevin, Dereziński, Michał
Year of Publication 08.05.2024

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Second-order Information Promotes Mini-Batch Robustness in Variance-Reduced Gradients

by Garg, Sachin, Berahas, Albert S, Dereziński, Michał
Year of Publication 23.04.2024

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Query Complexity of Least Absolute Deviation Regression via Robust Uniform Convergence

by Chen, Xue, Dereziński, Michał
Year of Publication 03.02.2021

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Solving Dense Linear Systems Faster Than via Preconditioning

by Dereziński, Michał, Yang, Jiaming
Published in arXiv.org (06.06.2024)

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Isotropy and Log-Concave Polynomials: Accelerated Sampling and High-Precision Counting of Matroid Bases

by Anari, Nima, Dereziński, Michał
Year of Publication 20.04.2020

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Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition

by Dereziński, Michał, Rebrova, Elizaveta
Published in arXiv.org (18.09.2023)

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Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems

by Dereziński, Michał, LeJeune, Daniel, Needell, Deanna, Rebrova, Elizaveta
Year of Publication 09.05.2024

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HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks

by Yang, Yongyi, Yang, Jiaming, Hu, Wei, Dereziński, Michał
Year of Publication 26.03.2024

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