conftrace_

accelerated gradient

62 papers

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Also known as

AG

Co-occurring keywords

convex optimization (1321) gradient descent (1144) stochastic optimization (1060) variance reduction (523) convergence rate (607) accelerated gradient method (29) nesterov acceleration (54) first-order method (89) strongly convex (89) momentum method (75)

Papers

Acceleration and Averaging in Stochastic Descent Dynamics NIPS 2017
Doubly Accelerated Stochastic Variance Reduced Dual Averaging Method for Regularized Empirical Risk Minimization NIPS 2017
Distributed Accelerated Proximal Coordinate Gradient Methods IJCAI 2017
Limitations on Variance-Reduction and Acceleration Schemes for Finite Sums Optimization NIPS 2017
“Convex Until Proven Guilty”: Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions ICML 2017
A Universal Catalyst for First-Order Optimization NIPS 2015
From Averaging to Acceleration, There is Only a Step-size COLT 2015
Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
A Differential Equation for Modeling Nesterov’s Accelerated Gradient Method: Theory and Insights NIPS 2014
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NIPS 2013
Better Mini-Batch Algorithms via Accelerated Gradient Methods NIPS 2011
Accelerated Gradient Methods for Stochastic Optimization and Online Learning NIPS 2009