Complexity of Highly Parallel Non-Smooth Convex Optimization

Complexity of Highly Parallel Non-Smooth Convex Optimization

25 June 2019

Sébastien Bubeck

Papers citing "Complexity of Highly Parallel Non-Smooth Convex Optimization"

12 / 12 papers shown

Title
The Sample Complexity of Gradient Descent in Stochastic Convex Optimization Roi Livni MLT 37 1 0 07 Apr 2024
Memory-Query Tradeoffs for Randomized Convex Optimization Xinyu Chen Binghui Peng 36 6 0 21 Jun 2023
ReSQueing Parallel and Private Stochastic Convex Optimization Y. Carmon A. Jambulapati Yujia Jin Y. Lee Daogao Liu Aaron Sidford Kevin Tian FedML 22 12 0 01 Jan 2023
RECAPP: Crafting a More Efficient Catalyst for Convex Optimization Y. Carmon A. Jambulapati Yujia Jin Aaron Sidford 50 11 0 17 Jun 2022
Efficient Convex Optimization Requires Superlinear Memory A. Marsden Vatsal Sharan Aaron Sidford Gregory Valiant 29 14 0 29 Mar 2022
Near-Optimal Lower Bounds For Convex Optimization For All Orders of Smoothness A. Garg Robin Kothari Praneeth Netrapalli Suhail Sherif 19 13 0 02 Dec 2021
Robust Regression Revisited: Acceleration and Improved Estimation Rates A. Jambulapati J. Li T. Schramm Kevin Tian AAML 32 17 0 22 Jun 2021
Stochastic Bias-Reduced Gradient Methods Hilal Asi Y. Carmon A. Jambulapati Yujia Jin Aaron Sidford 21 29 0 17 Jun 2021
Concentration of Non-Isotropic Random Tensors with Applications to Learning and Empirical Risk Minimization Mathieu Even Laurent Massoulié 18 14 0 04 Feb 2021
Higher-order methods for convex-concave min-max optimization and monotone variational inequalities Brian Bullins Kevin A. Lai 27 36 0 09 Jul 2020
Lower Bounds for Parallel and Randomized Convex Optimization Jelena Diakonikolas Cristóbal Guzmán 30 44 0 05 Nov 2018
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 177 683 0 07 Dec 2010