Cover Image

Convex mixed-integer optimization with Frank-Wolfe methods

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hendrych, Deborah, Troppens, Hannah, Besançon, Mathieu, Pokutta, Sebastian
Format:	Preprint
Published:	2022
Subjects:	Optimization and Control Discrete Mathematics Machine Learning Computation
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improved algorithms and novel applications of the FrankWolfe.jl library
by: Besançon, Mathieu, et al.
Published: (2025)

A Frank-Wolfe-based primal heuristic for quadratic mixed-integer optimization
by: Mexi, Gioni, et al.
Published: (2025)

Network Design for the Traffic Assignment Problem with Mixed-Integer Frank-Wolfe
by: Sharma, Kartikey, et al.
Published: (2024)

Secant Line Search for Frank-Wolfe Algorithms
by: Hendrych, Deborah, et al.
Published: (2025)

Scalable Frank-Wolfe on Generalized Self-concordant Functions via Simple Steps
by: Carderera, Alejandro, et al.
Published: (2021)

Efficient Sparse Flow Decomposition Methods for RNA Multi-Assembly
by: Besançon, Mathieu
Published: (2025)

Solving the Optimal Experiment Design Problem with Mixed-Integer Convex Methods
by: Hendrych, Deborah, et al.
Published: (2023)

Tightening the mixed integer linear formulation for the piecewise linear approximation in general dimensions
by: Ploussard, Quentin, et al.
Published: (2025)

The Pivoting Framework: Frank-Wolfe Algorithms with Active Set Size Control
by: Wirth, Elias, et al.
Published: (2024)

Scalable DC Optimization via Adaptive Frank-Wolfe Algorithms
by: Pokutta, Sebastian
Published: (2025)

A study of distributionally robust mixed-integer programming with Wasserstein metric: on the value of incomplete data
by: Ketkov, Sergey S.
Published: (2023)

Towards a geometric characterization of unbounded integer cubic optimization problems via thin rays
by: Del Pia, Alberto
Published: (2025)

Mixed-Integer Optimization for Loopless Flux Distributions in Metabolic Networks
by: Troppens, Hannah, et al.
Published: (2025)

Beyond Short Steps in Frank-Wolfe Algorithms
by: Martínez-Rubio, David, et al.
Published: (2025)

Graph Isomorphism: Mixed-Integer Convex Optimization from First-Order Methods
by: Xiao, Wenjie, et al.
Published: (2025)

Generating realistic patient data
by: Brandt, Tabea, et al.
Published: (2025)

Accelerated Evaluation of Ollivier-Ricci Curvature Lower Bounds: Bridging Theory and Computation
by: Kang, Wonwoo, et al.
Published: (2024)

Shortest Paths in Graphs of Convex Sets
by: Marcucci, Tobia, et al.
Published: (2021)

Compression-aware Training of Neural Networks using Frank-Wolfe
by: Zimmer, Max, et al.
Published: (2022)

Mixed-integer linear programming approaches for nested $p$-center problems with absolute and relative regret objectives
by: Brandstetter, Christof, et al.
Published: (2024)

Boolean Variation and Boolean Logic BackPropagation
by: Nguyen, Van Minh
Published: (2023)

Arithmetic Circuits and Neural Networks for Regular Matroids
by: Hertrich, Christoph, et al.
Published: (2025)

Neural Networks and (Virtual) Extended Formulations
by: Hertrich, Christoph, et al.
Published: (2024)

Computing Lower Bounds on the Nonnegative Rank via Non-Convex Optimization Solvers
by: Baeckelant, Timothy, et al.
Published: (2026)

Factorized binary polynomial optimization
by: Del Pia, Alberto
Published: (2024)

The complete edge relaxation for binary polynomial optimization
by: Del Pia, Alberto, et al.
Published: (2025)

Projection-width as a structural parameter for discrete separable optimization
by: Del Pia, Alberto
Published: (2025)

Beyond hypergraph acyclicity: limits of tractability for pseudo-Boolean optimization
by: Del Pia, Alberto, et al.
Published: (2024)

Revisiting some classical linearizations of the quadratic binary optimization problem
by: Punnen, Abraham P., et al.
Published: (2024)

Don't Be Greedy, Just Relax! Pruning LLMs via Frank-Wolfe
by: Roux, Christophe, et al.
Published: (2025)

The pseudo-Boolean polytope and polynomial-size extended formulations for binary polynomial optimization
by: Del Pia, Alberto, et al.
Published: (2023)

Edge Generation Scheduling for DAG Tasks Using Deep Reinforcement Learning
by: Sun, Binqi, et al.
Published: (2023)

Decomposition Polyhedra of Piecewise Linear Functions
by: Brandenburg, Marie-Charlotte, et al.
Published: (2024)

Unrealized Expectations: Comparing AI Methods vs Classical Algorithms for Maximum Independent Set
by: Wu, Yikai, et al.
Published: (2025)

Linear Convergence of the Frank-Wolfe Algorithm over Product Polytopes
by: Iommazzo, Gabriele, et al.
Published: (2025)

An efficient optimization model and tabu search-based global optimization approach for continuous p-dispersion problem
by: Lai, Xiangjing, et al.
Published: (2024)

Boscia.jl: A review and tutorial
by: Xiao, Wenjie, et al.
Published: (2025)

Frank-Wolfe Beyond 1/t Convergence
by: Pokutta, Sebastian
Published: (2026)

Learning to Remove Cuts in Integer Linear Programming
by: Puigdemont, Pol, et al.
Published: (2024)

Difference of Submodular Minimization via DC Programming
by: Halabi, Marwa El, et al.
Published: (2023)