Cover Image

El0ps: An Exact L0-regularized Problems Solver

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guyard, Théo, Herzet, Cédric, Elvira, Clément
Format:	Preprint
Published:	2025
Subjects:	Mathematical Software Machine Learning Optimization and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Generic Branch-and-Bound Algorithm for $\ell_0$-Penalized Problems with Supplementary Material
by: Elvira, Clément, et al.
Published: (2025)

A New Branch-and-Bound Pruning Framework for $\ell_0$-Regularized Problems
by: Guyard, Theo, et al.
Published: (2024)

One to beat them all: "RYU" -- a unifying framework for the construction of safe balls
by: Tran, Thu-Le, et al.
Published: (2023)

SMT 2.0: A Surrogate Modeling Toolbox with a focus on Hierarchical and Mixed Variables Gaussian Processes
by: Saves, Paul, et al.
Published: (2023)

Solving the Convex Flow Problem
by: Diamandis, Theo, et al.
Published: (2024)

Factor Fitting, Rank Allocation, and Partitioning in Multilevel Low Rank Matrices
by: Parshakova, Tetiana, et al.
Published: (2023)

tvopt: A Python Framework for Time-Varying Optimization
by: Bastianello, Nicola
Published: (2020)

Smoothing Methods for Automatic Differentiation Across Conditional Branches
by: Kreikemeyer, Justin N., et al.
Published: (2023)

High-dimensional multidisciplinary design optimization for aircraft eco-design / Optimisation multi-disciplinaire en grande dimension pour l'éco-conception avion en avant-projet
by: Saves, Paul
Published: (2024)

Learning to Optimize by Differentiable Programming
by: Tao, Liping, et al.
Published: (2026)

Holistic Generalized Linear Models
by: Schwendinger, Benjamin, et al.
Published: (2022)

PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates
by: Schreiber, Janina, et al.
Published: (2024)

Disciplined Geodesically Convex Programming
by: Cheng, Andrew, et al.
Published: (2024)

LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
by: Zhang, Xiaoyuan, et al.
Published: (2024)

JAX-SSO: Differentiable Finite Element Analysis Solver for Structural Optimization and Seamless Integration with Neural Networks
by: Wu, Gaoyuan
Published: (2024)

PEPit: computer-assisted worst-case analyses of first-order optimization methods in Python
by: Goujaud, Baptiste, et al.
Published: (2022)

Learning optimal objective values for MILP
by: Scavuzzo, Lara, et al.
Published: (2024)

Endpoint-Explicit Differential Dynamic Programming via Exact Resolution
by: Parilli, Maria, et al.
Published: (2025)

Designing a Framework for Solving Multiobjective Simulation Optimization Problems
by: Chang, Tyler H., et al.
Published: (2023)

PACE: Prune-And-Compress Ensemble Models
by: Akkerman, Fabian, et al.
Published: (2026)

A Modular Approach to Stochastic Optimisation for Inverse Problems Using the Core Imaging Library
by: Papoutsellis, Evangelos, et al.
Published: (2026)

A Million-Point Fast Trajectory Optimization Solver
by: Javeed, A., et al.
Published: (2025)

LIBOPT - An environment for testing solvers on heterogeneous collections of problems - Version 1.0
by: Gilbert, Jean Charles, et al.
Published: (2007)

Exact sensitivity analysis of Markov reward processes via algebraic geometry
by: Chan, Timothy C. Y., et al.
Published: (2024)

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

A Unified and Scalable Method for Optimization over Graphs of Convex Sets
by: Marcucci, Tobia
Published: (2025)

A Practical GPU-Enhanced Matrix-Free Primal-Dual Method for Large-Scale Conic Programs
by: Lin, Zhenwei, et al.
Published: (2025)

optHIM: Hybrid Iterative Methods for Continuous Optimization in PyTorch
by: Sridhar, Nikhil, et al.
Published: (2025)

Progressive Bound Strengthening via Doubly Nonnegative Cutting Planes for Nonconvex Quadratic Programs
by: Qu, Zheng, et al.
Published: (2025)

Cardinal Optimizer (COPT) User Guide
by: Ge, Dongdong, et al.
Published: (2022)

An efficient active-set method with applications to sparse approximations and risk minimization
by: Pougkakiotis, Spyridon, et al.
Published: (2024)

A Unified Funnel Restoration SQP Algorithm
by: Kiessling, David, et al.
Published: (2024)

MindOpt Adapter for CPLEX Benchmarking Performance Analysis
by: Sun, Mou, et al.
Published: (2023)

Optimistix: modular optimisation in JAX and Equinox
by: Rader, Jason, et al.
Published: (2024)

On a probabilistic global optimizer derived from the Walker slice sampling
by: Gupta, Aditya, et al.
Published: (2024)

CDOpt: A Python Package for a Class of Riemannian Optimization
by: Xiao, Nachuan, et al.
Published: (2022)

GlycoPy: A CasADi-based Python Framework for Hierarchical Modeling, Optimization, and Control of Bioprocesses
by: Ma, Yingjie, et al.
Published: (2026)

Schrödinger Bridge with Quadratic State Cost is Exactly Solvable
by: Teter, Alexis M. H., et al.
Published: (2024)

Weyl Calculus and Exactly Solvable Schrödinger Bridges with Quadratic State Cost
by: Teter, Alexis M. H., et al.
Published: (2024)

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