Stochastic Subspace Cubic Newton Method

Stochastic Subspace Cubic Newton Method

21 February 2020

Peter Richtárik

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Papers citing "Stochastic Subspace Cubic Newton Method"

12 / 12 papers shown

Title
Improving Stochastic Cubic Newton with Momentum El Mahdi Chayti N. Doikov Martin Jaggi ODL 46 0 0 25 Oct 2024
Cubic regularized subspace Newton for non-convex optimization Jim Zhao Aurelien Lucchi N. Doikov 76 6 0 24 Jun 2024
Fine-grained Analysis and Faster Algorithms for Iteratively Solving Linear Systems Michal Dereziñski Daniel LeJeune Deanna Needell E. Rebrova 84 4 0 09 May 2024
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching Ilgee Hong Sen Na Michael W. Mahoney Mladen Kolar 53 5 0 28 May 2023
Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition Michal Derezinski E. Rebrova 74 19 0 20 Aug 2022
Super-Universal Regularized Newton Method N. Doikov Konstantin Mishchenko Y. Nesterov 51 32 0 11 Aug 2022
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation Rustem Islamov Xun Qian Slavomír Hanzely M. Safaryan Peter Richtárik 79 16 0 07 Jun 2022
Augmented Newton Method for Optimization: Global Linear Rate and Momentum Interpretation M. Morshed ODL 57 1 0 23 May 2022
Regularized Newton Method with Global $O(1/k^2)$ Convergence Konstantin Mishchenko 67 41 0 03 Dec 2021
Curvature-Aware Derivative-Free Optimization Bumsu Kim HanQin Cai Daniel McKenzie W. Yin ODL 111 12 0 27 Sep 2021
Distributed Second Order Methods with Fast Rates and Compressed Communication Rustem Islamov Xun Qian Peter Richtárik 86 51 0 14 Feb 2021
Optimization for Supervised Machine Learning: Randomized Algorithms for Data and Parameters Filip Hanzely 77 0 0 26 Aug 2020