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frank-wolfe algorithm

120 papers

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Papers

Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits NeurIPS 2021 Private Stochastic Convex Optimization: Optimal Rates in L1 Geometry ICML 2021 Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks JMLR 2021 Projection-Free Optimization on Uniformly Convex Sets AISTATS 2021 Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond NeurIPS 2021 Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes NeurIPS 2021 Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions NeurIPS 2021 Submodular + Concave NeurIPS 2021 Two-sided fairness in rankings via Lorenz dominance NeurIPS 2021 Apprenticeship Learning via Frank-Wolfe AAAI 2020 Boosting Frank-Wolfe by Chasing Gradients ICML 2020 Efficient Projection-free Algorithms for Saddle Point Problems NeurIPS 2020 Non-monotone DR-submodular Maximization over General Convex Sets IJCAI 2020 One Sample Stochastic Frank-Wolfe AISTATS 2020 Practical Frank–Wolfe Method with Decision Diagrams for Computing Wardrop Equilibrium of Combinatorial Congestion Games AAAI 2020 Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method NeurIPS 2020 Revisiting Frank-Wolfe for Polytopes: Strict Complementarity and Sparsity NeurIPS 2020 Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm EMNLP 2020 Spectral Frank-Wolfe Algorithm: Strict Complementarity and Linear Convergence ICML 2020 A Non–Convex Optimization Approach to Correlation Clustering AAAI 2019 Asynchronous Stochastic Frank-Wolfe Algorithms for Non-Convex Optimization IJCAI 2019 Deep Frank-Wolfe For Neural Network Optimization ICLR 2019 KerGM: Kernelized Graph Matching NeurIPS 2019 Lazifying Conditional Gradient Algorithms JMLR 2019 Learning Weighted Top-k Support Vector Machine ACML 2019