conftrace_

frank-wolfe algorithm

107 papers

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Also known as

FW

Co-occurring keywords

convex optimization (1321) conditional gradient (49) stochastic optimization (1060) linear convergence (158) regret bound (1926) convergence rate (607) projection-free optimization (25) constrained optimization (281) online learning (1777) frank-wolfe method (28)

Papers

Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence ICML 2020
Apprenticeship Learning via Frank-Wolfe AAAI 2020
One Sample Stochastic Frank-Wolfe AISTATS 2020
Non-monotone DR-submodular Maximization over General Convex Sets IJCAI 2020
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm EMNLP 2020
Efficient Projection-free Algorithms for Saddle Point Problems NIPS 2020
Practical Frank–Wolfe Method with Decision Diagrams for Computing Wardrop Equilibrium of Combinatorial Congestion Games AAAI 2020
Revisiting Frank-Wolfe for Polytopes: Strict Complementarity and Sparsity NIPS 2020
Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method NIPS 2020
Sinkhorn Barycenters with Free Support via Frank-Wolfe Algorithm NIPS 2019
Primal-Dual Block Generalized Frank-Wolfe NIPS 2019
KerGM: Kernelized Graph Matching NIPS 2019
Restarting Frank-Wolfe AISTATS 2019
Provably Efficient Maximum Entropy Exploration ICML 2019
A Non–Convex Optimization Approach to Correlation Clustering AAAI 2019
Asynchronous Stochastic Frank-Wolfe Algorithms for Non-Convex Optimization IJCAI 2019
Learning Weighted Top-$k$ Support Vector Machine ACML 2019
Regret Minimization for Reinforcement Learning with Vectorial Feedback and Complex Objectives NIPS 2019
Towards Gradient Free and Projection Free Stochastic Optimization AISTATS 2019
Lazifying Conditional Gradient Algorithms JMLR 2019
Stochastic Frank-Wolfe for Composite Convex Minimization NIPS 2019
Safe Convex Learning under Uncertain Constraints AISTATS 2019
MAP Inference via Block-Coordinate Frank-Wolfe Algorithm CVPR 2019
Solving Separable Nonsmooth Problems Using Frank-Wolfe with Uniform Affine Approximations IJCAI 2018
Frank-Wolfe Splitting via Augmented Lagrangian Method AISTATS 2018