Beyond Short Steps in Frank-Wolfe Algorithms
Fuente:
arXiv
Saved in:
| Main Authors: | Martínez-Rubio, David, Pokutta, Sebastian |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Scalable DC Optimization via Adaptive Frank-Wolfe Algorithms
by: Pokutta, Sebastian
Published: (2025)
by: Pokutta, Sebastian
Published: (2025)
Linear Convergence of the Frank-Wolfe Algorithm over Product Polytopes
by: Iommazzo, Gabriele, et al.
Published: (2025)
by: Iommazzo, Gabriele, et al.
Published: (2025)
Scalable Frank-Wolfe on Generalized Self-concordant Functions via Simple Steps
by: Carderera, Alejandro, et al.
Published: (2021)
by: Carderera, Alejandro, et al.
Published: (2021)
Frank-Wolfe Beyond 1/t Convergence
by: Pokutta, Sebastian
Published: (2026)
by: Pokutta, Sebastian
Published: (2026)
Compression-aware Training of Neural Networks using Frank-Wolfe
by: Zimmer, Max, et al.
Published: (2022)
by: Zimmer, Max, et al.
Published: (2022)
Secant Line Search for Frank-Wolfe Algorithms
by: Hendrych, Deborah, et al.
Published: (2025)
by: Hendrych, Deborah, et al.
Published: (2025)
Don't Be Greedy, Just Relax! Pruning LLMs via Frank-Wolfe
by: Roux, Christophe, et al.
Published: (2025)
by: Roux, Christophe, et al.
Published: (2025)
Convex mixed-integer optimization with Frank-Wolfe methods
by: Hendrych, Deborah, et al.
Published: (2022)
by: Hendrych, Deborah, et al.
Published: (2022)
Adaptive Open-Loop Step-Sizes for Accelerated Convergence Rates of the Frank-Wolfe Algorithm
by: Wirth, Elias, et al.
Published: (2025)
by: Wirth, Elias, et al.
Published: (2025)
Accelerated Affine-Invariant Convergence Rates of the Frank-Wolfe Algorithm with Open-Loop Step-Sizes
by: Wirth, Elias, et al.
Published: (2023)
by: Wirth, Elias, et al.
Published: (2023)
The Pivoting Framework: Frank-Wolfe Algorithms with Active Set Size Control
by: Wirth, Elias, et al.
Published: (2024)
by: Wirth, Elias, et al.
Published: (2024)
Implicit Riemannian Optimism with Applications to Min-Max Problems
by: Roux, Christophe, et al.
Published: (2025)
by: Roux, Christophe, et al.
Published: (2025)
Accelerated Frank-Wolfe Algorithms: Complementarity Conditions and Sparsity
by: Garber, Dan
Published: (2025)
by: Garber, Dan
Published: (2025)
Curvature-Dependent Lower Bounds for Frank-Wolfe
by: Halbey, Jannis, et al.
Published: (2026)
by: Halbey, Jannis, et al.
Published: (2026)
Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization
by: Dubois-Taine, Benjamin, et al.
Published: (2022)
by: Dubois-Taine, Benjamin, et al.
Published: (2022)
Projected Forward Gradient-Guided Frank-Wolfe Algorithm via Variance Reduction
by: Rostami, M., et al.
Published: (2024)
by: Rostami, M., et al.
Published: (2024)
Random-Subspace Frank--Wolfe over Strongly Convex Sets
by: Poirion, Pierre-Louis, et al.
Published: (2026)
by: Poirion, Pierre-Louis, et al.
Published: (2026)
Lions and Muons: Optimization via Stochastic Frank-Wolfe
by: Sfyraki, Maria-Eleni, et al.
Published: (2025)
by: Sfyraki, Maria-Eleni, et al.
Published: (2025)
Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features
by: Beznosikov, Aleksandr, et al.
Published: (2023)
by: Beznosikov, Aleksandr, et al.
Published: (2023)
Symmetric multipartite Bell inequalities via Frank-Wolfe algorithms
by: Designolle, Sébastien, et al.
Published: (2023)
by: Designolle, Sébastien, et al.
Published: (2023)
Network Design for the Traffic Assignment Problem with Mixed-Integer Frank-Wolfe
by: Sharma, Kartikey, et al.
Published: (2024)
by: Sharma, Kartikey, et al.
Published: (2024)
Stochastic Compositional Optimization via Hybrid Momentum Frank--Wolfe
by: Chayti, El Mahdi
Published: (2026)
by: Chayti, El Mahdi
Published: (2026)
Lower Bounds for Frank-Wolfe on Strongly Convex Sets
by: Halbey, Jannis, et al.
Published: (2026)
by: Halbey, Jannis, et al.
Published: (2026)
Second-order Conditional Gradient Sliding
by: Carderera, Alejandro, et al.
Published: (2020)
by: Carderera, Alejandro, et al.
Published: (2020)
Abs-Smooth Frank-Wolfe Method: Primal-Dual Analysis, Heavy Ball Momentum, and Inexact Oracles
by: Tadinada, Sri Harshitha, et al.
Published: (2026)
by: Tadinada, Sri Harshitha, et al.
Published: (2026)
Fast convergence of Frank-Wolfe algorithms on polytopes
by: Wirth, Elias, et al.
Published: (2024)
by: Wirth, Elias, et al.
Published: (2024)
Fast Frank--Wolfe Algorithms with Adaptive Bregman Step-Size for Weakly Convex Functions
by: Takahashi, Shota, et al.
Published: (2025)
by: Takahashi, Shota, et al.
Published: (2025)
Using Taylor-Approximated Gradients to Improve the Frank-Wolfe Method for Empirical Risk Minimization
by: Xiong, Zikai, et al.
Published: (2022)
by: Xiong, Zikai, et al.
Published: (2022)
Revisiting Frank-Wolfe for Structured Nonconvex Optimization
by: Maskan, Hoomaan, et al.
Published: (2025)
by: Maskan, Hoomaan, et al.
Published: (2025)
A Randomized Linearly Convergent Frank-Wolfe-type Method for Smooth Convex Minimization over the Spectrahedron
by: Garber, Dan
Published: (2025)
by: Garber, Dan
Published: (2025)
Auto-Conditioned Frank-Wolfe Algorithms
by: Giang-Tran, Khanh-Hung, et al.
Published: (2026)
by: Giang-Tran, Khanh-Hung, et al.
Published: (2026)
S-CFE: Simple Counterfactual Explanations
by: Sadiku, Shpresim, et al.
Published: (2024)
by: Sadiku, Shpresim, et al.
Published: (2024)
Smooth Quasar-Convex Optimization with Constraints
by: Martínez-Rubio, David
Published: (2025)
by: Martínez-Rubio, David
Published: (2025)
Improved algorithms and novel applications of the FrankWolfe.jl library
by: Besançon, Mathieu, et al.
Published: (2025)
by: Besançon, Mathieu, et al.
Published: (2025)
Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point
by: Martínez-Rubio, David, et al.
Published: (2024)
by: Martínez-Rubio, David, et al.
Published: (2024)
Comparing Few to Rank Many: Active Human Preference Learning using Randomized Frank-Wolfe
by: Thekumparampil, Kiran Koshy, et al.
Published: (2024)
by: Thekumparampil, Kiran Koshy, et al.
Published: (2024)
A Frank-Wolfe Algorithm for Strongly Monotone Variational Inequalities
by: Baghbadorani, Reza Rahimi, et al.
Published: (2025)
by: Baghbadorani, Reza Rahimi, et al.
Published: (2025)
A Frank-Wolfe Algorithm for Oracle-based Robust Optimization
by: Besançon, Mathieu, et al.
Published: (2024)
by: Besançon, Mathieu, et al.
Published: (2024)
A Short and Unified Convergence Analysis of the SAG, SAGA, and IAG Algorithms
by: Zhu, Feng, et al.
Published: (2026)
by: Zhu, Feng, et al.
Published: (2026)
A New Convergence Analysis of Two Stochastic Frank-Wolfe Algorithms
by: Boonsiriphatthanajaroen, Natthawut, et al.
Published: (2025)
by: Boonsiriphatthanajaroen, Natthawut, et al.
Published: (2025)
Similar Items
-
Scalable DC Optimization via Adaptive Frank-Wolfe Algorithms
by: Pokutta, Sebastian
Published: (2025) -
Linear Convergence of the Frank-Wolfe Algorithm over Product Polytopes
by: Iommazzo, Gabriele, et al.
Published: (2025) -
Scalable Frank-Wolfe on Generalized Self-concordant Functions via Simple Steps
by: Carderera, Alejandro, et al.
Published: (2021) -
Frank-Wolfe Beyond 1/t Convergence
by: Pokutta, Sebastian
Published: (2026) -
Compression-aware Training of Neural Networks using Frank-Wolfe
by: Zimmer, Max, et al.
Published: (2022)