conftrace_

convex minimization

19 papers

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Co-occurring keywords

convex optimization (1321) stochastic optimization (1060) conditional gradient (49) graph cut (89) convergence rate (607) submodular function (121) frank-wolfe algorithm (107) submodular function minimization (14) submodular minimization (20) continuous optimization (135)

Papers

Continuous-Time Analysis of Accelerated Gradient Methods via Conservation Laws in Dilated Coordinate Systems ICML 2022
Stochastic $L^\natural$-convex Function Minimization NIPS 2021
Frank-Wolfe with a Nearest Extreme Point Oracle COLT 2021
FedSplit: an algorithmic framework for fast federated optimization NIPS 2020
Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization JMLR 2020
Stochastic Frank-Wolfe for Composite Convex Minimization NIPS 2019
A Conditional-Gradient-Based Augmented Lagrangian Framework ICML 2019
Fast Decomposable Submodular Function Minimization using Constrained Total Variation NIPS 2019
Direct Learning to Rank And Rerank AISTATS 2018
Stochastic Three-Composite Convex Minimization NIPS 2016
Trend Filtering on Graphs AISTATS 2015
Nonlinear Graph Sparsification for SLAM RSS 2014
Constrained convex minimization via model-based excessive gap NIPS 2014
Sparse Matrix Inversion with Scaled Lasso JMLR 2013
A quasi-Newton proximal splitting method NIPS 2012
Efficient Minimization of Decomposable Submodular Functions NIPS 2010
Ranking Individuals by Group Comparisons JMLR 2008
Convex Clustering with Exemplar-Based Models NIPS 2007
Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization JMLR 2006