conftrace_

accelerated method

12 papers

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Co-occurring keywords

convex optimization (1321) empirical risk minimization (352) strongly convex (89) coordinate descent (147) first-order method (89) complexity bound (50) condition number (43) accelerated optimization (20) stochastic gradient (296) adaptive gradient method (28)

Papers

Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NIPS 2024
Acceleration in Distributed Optimization under Similarity AISTATS 2022
Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities AAAI 2021
Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond COLT 2020
Highly smooth minimization of non-smooth problems COLT 2020
Katalyst: Boosting Convex Katayusha for Non-Convex Problems with a Large Condition Number ICML 2019
Accelerated Coordinate Descent with Arbitrary Sampling and Best Rates for Minibatches AISTATS 2019
Accelerated Doubly Stochastic Gradient Algorithm for Large-scale Empirical Risk Minimization IJCAI 2017
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition ICML 2017
A Simple Practical Accelerated Method for Finite Sums NIPS 2016
Un-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization ICML 2015
An Accelerated Proximal Coordinate Gradient Method NIPS 2014