Search results for "Frank-Wolfe"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
99	Siriphong Lawphongpanich	Simplicial Decomposition.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Carathéodory theorem, first order Taylor series expansion, Frank-Wolfe algorithm, Inner linearization, Master problem, Node-arc incidence matrix, Nonlinear dynamic network flow problem, Nonlinear multicommodity flow problems, Nonlinear single commodity network flow problem, Polyhedral set, Positive definite matrix, Pseudoconvexity, P-simplex, regularized Frank-Wolfe algorithm, Regularized subproblem, Restricted simplicial decomposition, Simplicial decomposition, Subproblem, Superlinear convergent rate, Traffic assignment problem, Side constraints, Linear program, Rank, Globally optimal, Convex hull, Nonlinear programming, Nonlinear program, Dimension, Column generation, Shortest path problem, Polyhedron, Restriction, Simplex algorithm, Extreme point, Dantzig-Wolfe decomposition, Convex combinations
83	Siriphong Lawphongpanich	Frank-Wolfe Algorithm.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Away direction, Bisection search, Differentiable function, Direction finding problem, Feasible direction, Feasible direction methods, First order Taylor series expansion, Geometrically, Golden section method, Inexact line search line, Line search problem, Nonempty, Parallel tangents, PARTAN, Positive definite matrix, Pseudoconvex, Regularized direction finding problem, Regularized Frank-Wolfe decomposition, Simplicial decomposition, Stepsize, Strongly convex, Network, Heuristics, Linear program, Globally optimal, Convex hull, Nonlinear programming, Quadratic programming, Convexity, Bounded, Search algorithms, Matrix, Column generation, Polyhedron, Convergence rate, Convex function, Stopping criterion, Simplex algorithm, Extreme point, Dantzig-Wolfe decomposition
68	Wenjie Zheng 0001	A distributed Frank-Wolfe framework for trace norm minimization via the bulk synchronous parallel model. (Une structure Frank-Wolfe distribuée pour la minimisation des normes de trace via le modèle parallèle synchrone en bloc).		2018	RDF
66	Kenneth L. Clarkson	Coresets, sparse greedy approximation, and the Frank-Wolfe algorithm.	SODA	2008	DBLP BibTeX RDF
49	Michael Patriksson	Simplicial Decomposition Algorithms.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Inner approximation, Carathéodory's theorem, Pseudoconvex function, Decomposition/coordination, Restricted master problem, Pricing-out, Column dropping, Optimal face, Frank-Wolfe, Disaggregated representation, Nondifferentiable convex program, Linearization, Column generation, Variational inequalities, Simplex, Representation theorem, Merit function, Dantzig-Wolfe decomposition
49	Michael Patriksson	Cost Approximation Algorithms.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Linearization methods, Frank-Wolfe, Operator splitting, Proximal point, Auxiliary problem principle, Variational inequality problem, Gauss-Seidel, Jacobi, Cartesian product, Sequential quadratic programming, Levenberg-Marquardt, Quasi-Newton, Merit function, Gradient projection, Asynchronous computation, Subgradient optimization
34	Shervin Rahimzadeh Arashloo	Large-margin multiple kernel ℓp-SVDD using Frank-Wolfe algorithm for novelty detection.	Pattern Recognit.	2024	DBLP DOI BibTeX RDF
34	Clara Lage, Nelly Pustelnik, Jean-Michel Arbona, Benjamin Audit	Space-Scale Hybrid Continuous-Discrete Sliding Frank-Wolfe Method.	IEEE Signal Process. Lett.	2024	DBLP DOI BibTeX RDF
34	Guanpu Chen, Peng Yi 0001, Yiguang Hong, Jie Chen 0003	Distributed Optimization With Projection-Free Dynamics: A Frank-Wolfe Perspective.	IEEE Trans. Cybern.	2024	DBLP DOI BibTeX RDF
34	M. Rostami, Solmaz S. Kia	Forward Gradient-Based Frank-Wolfe Optimization for Memory Efficient Deep Neural Network Training.	CoRR	2024	DBLP DOI BibTeX RDF
34	Kévin Polisano, Basile Dubois-Bonnaire, Sylvain Meignen	Gridless 2D Recovery of Lines using the Sliding Frank-Wolfe Algorithm.	CoRR	2024	DBLP DOI BibTeX RDF
34	Ruslan Nazykov, Aleksandr Shestakov, Vladimir Solodkin, Aleksandr Beznosikov, Gauthier Gidel, Alexander V. Gasnikov	Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases.	AISTATS	2024	DBLP BibTeX RDF
34	Francesco Rinaldi, Damiano Zeffiro	Avoiding bad steps in Frank-Wolfe variants.	Comput. Optim. Appl.	2023	DBLP DOI BibTeX RDF
34	Renbo Zhao, Qiuyun Zhu	A generalized Frank-Wolfe method with "dual averaging" for strongly convex composite optimization.	Optim. Lett.	2023	DBLP DOI BibTeX RDF
34	Ricardo José López Dawn, Anastasios Giovanidis	Optimal Influencer Marketing Campaign Under Budget Constraints Using Frank-Wolfe.	IEEE Trans. Netw. Sci. Eng.	2023	DBLP DOI BibTeX RDF
34	Welington de Oliveira 0001	Short Paper - A note on the Frank-Wolfe algorithm for a class of nonconvex and nonsmooth optimization problems.	Open J. Math. Optim.	2023	DBLP DOI BibTeX RDF
34	Naimin Jing, Ethan X. Fang, Cheng Yong Tang	Robust matrix estimations meet Frank-Wolfe algorithm.	Mach. Learn.	2023	DBLP DOI BibTeX RDF
34	G. V. Aivazian, Fedor S. Stonyakin, D. A. Pasechnyk, Mohammad S. Alkousa, A. M. Raigorodsky, I. V. Baran	Adaptive Variant of the Frank-Wolfe Algorithm for Convex Optimization Problems.	Program. Comput. Softw.	2023	DBLP DOI BibTeX RDF
34	Aleksandr Beznosikov, David Dobre, Gauthier Gidel	Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features.	CoRR	2023	DBLP DOI BibTeX RDF
34	Yuanyu Wan, Lijun Zhang 0005, Mingli Song	Improved Dynamic Regret for Online Frank-Wolfe.	CoRR	2023	DBLP DOI BibTeX RDF
34	Zhaoyue Chen, Yifan Sun	Reducing Discretization Error in the Frank-Wolfe Method.	CoRR	2023	DBLP DOI BibTeX RDF
34	Zixuan Liu, Liu Liu, Xueqian Wang 0001, Peilin Zhao	Differentiable Frank-Wolfe Optimization Layer.	CoRR	2023	DBLP DOI BibTeX RDF
34	R. Díaz Millán, Orizon P. Ferreira, Julien Ugon	Frank-Wolfe algorithm for DC optimization problem.	CoRR	2023	DBLP DOI BibTeX RDF
34	Ryotaro Mitsuboshi, Kohei Hatano, Eiji Takimoto	An Improved Metarounding Algorithm via Frank-Wolfe.	CoRR	2023	DBLP DOI BibTeX RDF
34	Hamid Nazari	New Variants of Frank-Wolfe Algorithm for Video Co-localization Problem.	CoRR	2023	DBLP DOI BibTeX RDF
34	Edward Raff, Amol Khanna, Fred Lu	Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations.	CoRR	2023	DBLP DOI BibTeX RDF
34	Hongyu Zhou, Zirui Xu, Vasileios Tzoumas	Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control.	CoRR	2023	DBLP DOI BibTeX RDF
34	Pavel E. Dvurechensky, Kamil Safin, Shimrit Shtern, Mathias Staudigl	Generalized self-concordant analysis of Frank-Wolfe algorithms.	Math. Program.	2023	DBLP DOI BibTeX RDF
34	Cyrille W. Combettes, Sebastian Pokutta	Revisiting the approximate Carathéodory problem via the Frank-Wolfe algorithm.	Math. Program.	2023	DBLP DOI BibTeX RDF
34	Renbo Zhao, Robert M. Freund	Analysis of the Frank-Wolfe method for convex composite optimization involving a logarithmically-homogeneous barrier.	Math. Program.	2023	DBLP DOI BibTeX RDF
34	Melanie Weber 0001, Suvrit Sra	Riemannian Optimization via Frank-Wolfe Methods.	Math. Program.	2023	DBLP DOI BibTeX RDF
34	Dan Garber	Linear convergence of Frank-Wolfe for rank-one matrix recovery without strong convexity.	Math. Program.	2023	DBLP DOI BibTeX RDF
34	Jie Hou, Xianlin Zeng, Gang Wang 0014, Jian Sun 0003, Jie Chen 0003	Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization.	IEEE CAA J. Autom. Sinica	2023	DBLP DOI BibTeX RDF
34	Ye Xue, Vincent K. N. Lau	Online Orthogonal Dictionary Learning Based on Frank-Wolfe Method.	IEEE Trans. Neural Networks Learn. Syst.	2023	DBLP DOI BibTeX RDF
34	Hongyu Zhou, Zirui Xu, Vasileios Tzoumas	Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control.	CDC	2023	DBLP DOI BibTeX RDF
34	Liyuan Chen, Guanghui Wen	Distributed Frank-Wolfe Algorithm for Stochastic Aggregative Optimization.	IECON	2023	DBLP DOI BibTeX RDF
34	Vladimir Kolmogorov	Solving Relaxations of MAP-MRF Problems: Combinatorial in-Face Frank-Wolfe Directions.	CVPR	2023	DBLP DOI BibTeX RDF
34	Edward Raff, Amol Khanna, Fred Lu	Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations.	NeurIPS	2023	DBLP BibTeX RDF
34	Yuanyu Wan, Lijun Zhang 0005, Mingli Song	Improved Dynamic Regret for Online Frank-Wolfe.	COLT	2023	DBLP BibTeX RDF
34	Chi Bach Pham, Wynita Griggs, James Saunderson	A Scalable Frank-Wolfe-Based Algorithm for the Max-Cut SDP.	ICML	2023	DBLP BibTeX RDF
34	Elias Samuel Wirth, Thomas Kerdreux, Sebastian Pokutta	Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes.	AISTATS	2023	DBLP BibTeX RDF
34	Zhaoyue Chen, Yifan Sun	Reducing Discretization Error in the Frank-Wolfe Method.	AISTATS	2023	DBLP BibTeX RDF
34	Haoyue Wang, Haihao Lu, Rahul Mazumder	Frank-Wolfe Methods with an Unbounded Feasible Region and Applications to Structured Learning.	SIAM J. Optim.	2022	DBLP DOI BibTeX RDF
34	Mathieu Besançon, Alejandro Carderera, Sebastian Pokutta	FrankWolfe.jl: A High-Performance and Flexible Toolbox for Frank-Wolfe Algorithms and Conditional Gradients.	INFORMS J. Comput.	2022	DBLP DOI BibTeX RDF
34	Ryunosuke Oshiro, Ken'ichiro Tanaka	Quadratures over graphs via the Frank-Wolfe method and its variant.	JSIAM Lett.	2022	DBLP DOI BibTeX RDF
34	Jiahong Guo, Huiling Liu, Xiantao Xiao	A unified analysis of stochastic gradient-free Frank-Wolfe methods.	Int. Trans. Oper. Res.	2022	DBLP DOI BibTeX RDF
34	Adrian Jarret, Julien Fageot, Matthieu Simeoni	A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
34	Mingchuan Zhang, Yangfan Zhou, Quanbo Ge, Ruijuan Zheng, Qingtao Wu	Decentralized Randomized Block-Coordinate Frank-Wolfe Algorithms for Submodular Maximization Over Networks.	IEEE Trans. Syst. Man Cybern. Syst.	2022	DBLP DOI BibTeX RDF
34	Deyi Liu, Volkan Cevher, Quoc Tran-Dinh	A Newton Frank-Wolfe method for constrained self-concordant minimization.	J. Glob. Optim.	2022	DBLP DOI BibTeX RDF
34	Zikai Xiong, Robert M. Freund	Using Taylor-Approximated Gradients to Improve the Frank-Wolfe Method for Empirical Risk Minimization.	CoRR	2022	DBLP DOI BibTeX RDF
34	Angan Mitra, Kim Thang Nguyen, Tuan-Anh Nguyen, Denis Trystram, Paul Youssef	Online Decentralized Frank-Wolfe: From theoretical bound to applications in smart-building.	CoRR	2022	DBLP DOI BibTeX RDF
34	Benjamin Dubois-Taine, Francis R. Bach, Quentin Berthet, Adrien B. Taylor	Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization.	CoRR	2022	DBLP DOI BibTeX RDF
34	Ricardo José López Dawn, Anastasios Giovanidis	Optimal Influencer Marketing Campaign Under Budget Constraints Using Frank-Wolfe.	CoRR	2022	DBLP DOI BibTeX RDF
34	Ruichen Jiang, Nazanin Abolfazli, Aryan Mokhtari, Erfan Yazdandoost Hamedani	Generalized Frank-Wolfe Algorithm for Bilevel Optimization.	CoRR	2022	DBLP DOI BibTeX RDF
34	Alicia Y. Tsai, Laurent El Ghaoui	Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm.	CoRR	2022	DBLP DOI BibTeX RDF
34	Yung-Han Ho, Yun Liang 0015, Chia-Hao Kao, Wen-Hsiao Peng	Action-Constrained Reinforcement Learning for Frame-Level Bit Allocation in HEVC/H.265 through Frank-Wolfe Policy Optimization.	CoRR	2022	DBLP DOI BibTeX RDF
34	Renbo Zhao, Niccolò Dalmasso, Mohsen Ghassemi, Vamsi K. Potluru, Tucker Balch, Manuela Veloso	Fast Learning of Multidimensional Hawkes Processes via Frank-Wolfe.	CoRR	2022	DBLP DOI BibTeX RDF
34	Tuan-Anh Nguyen, Kim Thang Nguyen, Denis Trystram	One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization.	CoRR	2022	DBLP DOI BibTeX RDF
34	Ryotaro Mitsuboshi, Kohei Hatano, Eiji Takimoto	Boosting as Frank-Wolfe.	CoRR	2022	DBLP DOI BibTeX RDF
34	Max Zimmer, Christoph Spiegel 0002, Sebastian Pokutta	Compression-aware Training of Neural Networks using Frank-Wolfe.	CoRR	2022	DBLP DOI BibTeX RDF
34	Zhao Song 0002, Zhaozhuo Xu, Yuanyuan Yang 0005, Lichen Zhang 0003	Accelerating Frank-Wolfe Algorithm using Low-Dimensional and Adaptive Data Structures.	CoRR	2022	DBLP DOI BibTeX RDF
34	Lior Danon, Dan Garber	Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator.	CoRR	2022	DBLP DOI BibTeX RDF
34	Zhaoyue Chen, Yifan Sun	A Multistep Frank-Wolfe Method.	CoRR	2022	DBLP DOI BibTeX RDF
34	Suhas Vijaykumar	Frank Wolfe Meets Metric Entropy.	CoRR	2022	DBLP DOI BibTeX RDF
34	Zhaoyue Chen, Yifan Sun	Accelerating Frank-Wolfe via Averaging Step Directions.	CoRR	2022	DBLP DOI BibTeX RDF
34	Takumi Fukunaga, Hiroyuki Kasai	Block-coordinate Frank-Wolfe algorithm and convergence analysis for semi-relaxed optimal transport problem.	CoRR	2022	DBLP DOI BibTeX RDF
34	Yung-Han Ho, Chia-Hao Kao, Wen-Hsiao Peng, Ping-Chun Hsieh	Neural Frank-Wolfe Policy Optimization for Region-of-Interest Intra-Frame Coding with HEVC/H.265.	CoRR	2022	DBLP DOI BibTeX RDF
34	Thibault Séjourné, François-Xavier Vialard, Gabriel Peyré	Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe.	CoRR	2022	DBLP BibTeX RDF
34	Deborah Hendrych, Hannah Troppens, Mathieu Besançon, Sebastian Pokutta	Convex integer optimization with Frank-Wolfe methods.	CoRR	2022	DBLP DOI BibTeX RDF
34	Alp Yurtsever, Tolga Birdal, Vladislav Golyanik	Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization.	CoRR	2022	DBLP DOI BibTeX RDF
34	Yuanyu Wan, Wei-Wei Tu, Lijun Zhang 0005	Online Frank-Wolfe with Unknown Delays.	CoRR	2022	DBLP DOI BibTeX RDF
34	Tri Nguyen, Xiao Fu 0001, Ruiyuan Wu	Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank-Wolfe Approach.	IEEE Trans. Signal Process.	2022	DBLP DOI BibTeX RDF
34	Zeeshan Akhtar, Ketan Rajawat	Zeroth and First Order Stochastic Frank-Wolfe Algorithms for Constrained Optimization.	IEEE Trans. Signal Process.	2022	DBLP DOI BibTeX RDF
34	Kenya Tajima, Takahiko Henmi, Tsuyoshi Kato	Frank-Wolfe for Sign-Constrained Support Vector Machines.	IEICE Trans. Inf. Syst.	2022	DBLP DOI BibTeX RDF
34	Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta	Restarting Frank-Wolfe: Faster Rates under Hölderian Error Bounds.	J. Optim. Theory Appl.	2022	DBLP DOI BibTeX RDF
34	Carl Johnell, Morteza Haghir Chehreghani	Efficient Optimization of Dominant Set Clustering with Frank-Wolfe Algorithms.	CIKM	2022	DBLP DOI BibTeX RDF
34	Tongyi Tang, Krishna Balasubramanian, Thomas Chun Man Lee	High-probability bounds for robust stochastic Frank-Wolfe algorithm.	UAI	2022	DBLP BibTeX RDF
34	Yung-Han Ho, Chia-Hao Kao, Wen-Hsiao Peng, Ping-Chun Hsieh	Neural Frank-Wolfe Policy Optimization for Region-of-Interest Intra-Frame Coding with HEVC/H.265.	VCIP	2022	DBLP DOI BibTeX RDF
34	Takumi Fukunaga, Hiroyuki Kasai	Block-Coordinate Frank-Wolfe Algorithm And Convergence Analysis For Semi-Relaxed Optimal Transport Problem.	ICASSP	2022	DBLP DOI BibTeX RDF
34	Mohammed El-Amine Ech-Cherif, Mohamed Cheriet	Frank-Wolfe-based Multi-task Learning for Historical Document Restoration.	ICPR	2022	DBLP DOI BibTeX RDF
34	Tuan-Anh Nguyen, Kim Thang Nguyen, Denis Trystram	One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization.	ACML	2022	DBLP BibTeX RDF
34	Robin Francis, Sundeep Prabhakar Chepuri	Speeding up the Frank-Wolfe method using the Orthogonal Jacobi polynomials.	IEEECONF	2022	DBLP DOI BibTeX RDF
34	Hongxiang Zhang, Chunlin Hao, Wenying Guo, Yapu Zhang	Frank Wolfe Algorithm for Nonmonotone One-Sided Smooth Function Maximization Problem.	CSoNet	2022	DBLP DOI BibTeX RDF
34	Theodoros Tsiligkaridis, Jay Roberts	Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training.	CVPR	2022	DBLP DOI BibTeX RDF
34	Yuanyu Wan, Wei-Wei Tu, Lijun Zhang 0005	Online Frank-Wolfe with Arbitrary Delays.	NeurIPS	2022	DBLP BibTeX RDF
34	Lior Danon, Dan Garber	Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator.	NeurIPS	2022	DBLP BibTeX RDF
34	Benjamin Dubois-Taine, Francis R. Bach, Quentin Berthet, Adrien B. Taylor	Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization.	NeurIPS	2022	DBLP BibTeX RDF
34	Alp Yurtsever, Suvrit Sra	CCCP is Frank-Wolfe in disguise.	NeurIPS	2022	DBLP BibTeX RDF
34	Angan Mitra, Kim Thang Nguyen, Tuan-Anh Nguyen, Denis Trystram, Paul Youssef	Online Decentralized Frank-Wolfe: From Theoretical Bound to Applications in Smart-Building.	GIOTS	2022	DBLP DOI BibTeX RDF
34	Alp Yurtsever, Tolga Birdal, Vladislav Golyanik	Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization.	ECCV (23)	2022	DBLP DOI BibTeX RDF
34	Lu Miao, Xiaolong Luo, Tianlong Chen, Wuyang Chen, Dong Liu, Zhangyang Wang	Learning Pruning-Friendly Networks via Frank-Wolfe: One-Shot, Any-Sparsity, And No Retraining.	ICLR	2022	DBLP BibTeX RDF
34	Jan MacDonald, Mathieu Besançon, Sebastian Pokutta	Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings.	ICML	2022	DBLP BibTeX RDF
34	Baojian Zhou, Yifan Sun	Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets.	ICML	2022	DBLP BibTeX RDF
34	Thibault Séjourné, François-Xavier Vialard, Gabriel Peyré	Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe.	AISTATS	2022	DBLP BibTeX RDF
34	Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro	Frank-Wolfe and friends: a journey into projection-free first-order optimization methods.	4OR	2021	DBLP DOI BibTeX RDF
34	Alejandro Carderera, Mathieu Besançon, Sebastian Pokutta	Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions.	CoRR	2021	DBLP BibTeX RDF
34	Jyun-Li Lin, Wei Hung, Shang-Hsuan Yang, Ping-Chun Hsieh, Xi Liu 0011	Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy Optimization.	CoRR	2021	DBLP BibTeX RDF
34	Jun-Kun Wang	Understanding Modern Techniques in Optimization: Frank-Wolfe, Nesterov's Momentum, and Polyak's Momentum.	CoRR	2021	DBLP BibTeX RDF
34	Dan Garber, Noam Wolf	Frank-Wolfe with a Nearest Extreme Point Oracle.	CoRR	2021	DBLP BibTeX RDF
34	Tri Nguyen, Xiao Fu 0001, Ruiyuan Wu	Memory-Efficient Convex Optimization for Self-Dictionary Separable Nonnegative Matrix Factorization: A Frank-Wolfe Approach.	CoRR	2021	DBLP BibTeX RDF