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conftrace_

first-order optimization

58 papers

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Also known as

FOO

Co-occurring keywords · papers mentioning both

convex optimization (13) convergence rate (8) gradient descent (8) first-order method (7) iteration complexity (5) accelerated gradient method (3) bilevel optimization (3) accelerated gradient (3) coordinate descent (3) variance reduction (3)

Papers

Stochastic Convex Optimization: Faster Local Growth Implies Faster Global Convergence ICML 2017 Dimension-Free Iteration Complexity of Finite Sum Optimization Problems NeurIPS 2016 On the Iteration Complexity of Oblivious First-Order Optimization Algorithms ICML 2016 A Universal Catalyst for First-Order Optimization NeurIPS 2015 Semi-Proximal Mirror-Prox for Nonsmooth Composite Minimization NeurIPS 2015 Optimization with First-Order Surrogate Functions ICML 2013 Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts NeurIPS 2011 Nearest Neighbor based Greedy Coordinate Descent NeurIPS 2011