Regularized Newton Method with Global $O(1/k^2)$ Convergence

3 December 2021

Papers citing "Regularized Newton Method with Global $O(1/k^2)$ Convergence"

9 / 9 papers shown

Title
Minimizing Quasi-Self-Concordant Functions by Gradient Regularization of Newton Method N. Doikov 30 6 0 28 Aug 2023
$Sketch-and-Project Meets Newton Method: Global $\mathcal O(k^{-2})$ Convergence with Low-Rank Updates$ Sketch-and-Project Meets Newton Method: Global $\mathcal O(k^{-2})$ Convergence with Low-Rank Updates Slavomír Hanzely 33 6 0 22 May 2023
Unified Convergence Theory of Stochastic and Variance-Reduced Cubic Newton Methods El Mahdi Chayti N. Doikov Martin Jaggi ODL 29 6 0 23 Feb 2023
Second-order optimization with lazy Hessians N. Doikov El Mahdi Chayti Martin Jaggi 36 16 0 01 Dec 2022
Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods Kimon Antonakopoulos Ali Kavis V. Cevher ODL 39 12 0 03 Nov 2022
Super-Universal Regularized Newton Method N. Doikov Konstantin Mishchenko Y. Nesterov 16 29 0 11 Aug 2022
The First Optimal Acceleration of High-Order Methods in Smooth Convex Optimization D. Kovalev Alexander Gasnikov 51 29 0 19 May 2022
SCORE: Approximating Curvature Information under Self-Concordant Regularization Adeyemi Damilare Adeoye Alberto Bemporad 20 4 0 14 Dec 2021
Practical Reinforcement Learning For MPC: Learning from sparse objectives in under an hour on a real robot Napat Karnchanachari M. I. Valls David Hoeller Marco Hutter 46 41 0 06 Mar 2020