conftrace_

first-order method

89 papers

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Also known as

FOM

Co-occurring keywords

convex optimization (1321) convergence rate (607) gradient descent (1144) stochastic optimization (1060) accelerated gradient (62) bilevel optimization (194) constrained optimization (281) non-convex optimization (547) nonconvex optimization (316) first-order optimization (47)

Papers

Catalyst for Gradient-based Nonconvex Optimization AISTATS 2018
A Generic Approach for Escaping Saddle points AISTATS 2018
Stochastic Approximation for Canonical Correlation Analysis NIPS 2017
A New Alternating Direction Method for Linear Programming NIPS 2017
Geometric Descent Method for Convex Composite Minimization NIPS 2017
Adaptive SVRG Methods under Error Bound Conditions with Unknown Growth Parameter NIPS 2017
Natasha: Faster Non-Convex Stochastic Optimization via Strongly Non-Convex Parameter ICML 2017
Smoothing Method for Approximate Extensive-Form Perfect Equilibrium IJCAI 2017
First-Order Adaptive Sample Size Methods to Reduce Complexity of Empirical Risk Minimization NIPS 2017
First-order Methods for Geodesically Convex Optimization COLT 2016
Open Problem: The Oracle Complexity of Smooth Convex Optimization in Nonstandard Settings COLT 2015
\ell_1,p-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods ICML 2015
Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
Proximal Newton-type methods for convex optimization NIPS 2012