Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition
Fuente:
arXiv
Guardado en:
| Autores principales: | Zeng, Shuli, Zhang, Sijia, Wu, Feng, Tang, Shaojie, Li, Xiang-Yang |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
CLCR: Contrastive Learning-based Constraint Reordering for Efficient MILP Solving
por: Zeng, Shuli, et al.
Publicado: (2025)
por: Zeng, Shuli, et al.
Publicado: (2025)
Responsible Machine Learning via Mixed-Integer Optimization
por: Justin, Nathan, et al.
Publicado: (2025)
por: Justin, Nathan, et al.
Publicado: (2025)
Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees
por: Ovalle, Daniel, et al.
Publicado: (2025)
por: Ovalle, Daniel, et al.
Publicado: (2025)
Learning to Optimize for Mixed-Integer Non-linear Programming with Feasibility Guarantees
por: Tang, Bo, et al.
Publicado: (2024)
por: Tang, Bo, et al.
Publicado: (2024)
Intersectional Fairness via Mixed-Integer Optimization
por: Němeček, Jiří, et al.
Publicado: (2026)
por: Němeček, Jiří, et al.
Publicado: (2026)
Improved Learning Rates for Stochastic Optimization
por: Li, Shaojie, et al.
Publicado: (2021)
por: Li, Shaojie, et al.
Publicado: (2021)
Tight Mixed-Integer Optimization Formulations for Prescriptive Trees
por: Biggs, Max, et al.
Publicado: (2023)
por: Biggs, Max, et al.
Publicado: (2023)
Data-driven Mixed Integer Optimization through Probabilistic Multi-variable Branching
por: Chen, Yanguang, et al.
Publicado: (2023)
por: Chen, Yanguang, et al.
Publicado: (2023)
Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs
por: Chen, Ziang, et al.
Publicado: (2024)
por: Chen, Ziang, et al.
Publicado: (2024)
Tensor Completion via Integer Optimization
por: Chen, Xin, et al.
Publicado: (2024)
por: Chen, Xin, et al.
Publicado: (2024)
Scalable Min-Max Optimization via Primal-Dual Exact Pareto Optimization
por: Park, Sangwoo, et al.
Publicado: (2025)
por: Park, Sangwoo, et al.
Publicado: (2025)
Machine Learning Algorithms for Improving Exact Classical Solvers in Mixed Integer Continuous Optimization
por: Kimiaei, Morteza, et al.
Publicado: (2025)
por: Kimiaei, Morteza, et al.
Publicado: (2025)
Taming Binarized Neural Networks and Mixed-Integer Programs
por: Aspman, Johannes, et al.
Publicado: (2023)
por: Aspman, Johannes, et al.
Publicado: (2023)
Mixed-Integer Programming for Change-point Detection
por: Narula, Apoorva, et al.
Publicado: (2026)
por: Narula, Apoorva, et al.
Publicado: (2026)
A Distance Metric for Mixed Integer Programming Instances
por: Maudet, Gwen, et al.
Publicado: (2025)
por: Maudet, Gwen, et al.
Publicado: (2025)
Feed-Forward Neural Networks as a Mixed-Integer Program
por: Aftabi, Navid, et al.
Publicado: (2024)
por: Aftabi, Navid, et al.
Publicado: (2024)
Stochastic Smoothed Primal-Dual Algorithms for Nonconvex Optimization with Linear Inequality Constraints
por: Huang, Ruichuan, et al.
Publicado: (2025)
por: Huang, Ruichuan, et al.
Publicado: (2025)
Predicting Accurate Lagrangian Multipliers for Mixed Integer Linear Programs
por: Demelas, Francesco, et al.
Publicado: (2023)
por: Demelas, Francesco, et al.
Publicado: (2023)
Efficient Over-parameterized Matrix Sensing from Noisy Measurements via Alternating Preconditioned Gradient Descent
por: Liu, Zhiyu, et al.
Publicado: (2025)
por: Liu, Zhiyu, et al.
Publicado: (2025)
Inverse Mixed-Integer Programming: Learning Constraints then Objective Functions
por: Kitaoka, Akira
Publicado: (2025)
por: Kitaoka, Akira
Publicado: (2025)
Speeding Up Mixed-Integer Programming Solvers with Sparse Learning for Branching
por: Bayramoğlu, Selin, et al.
Publicado: (2026)
por: Bayramoğlu, Selin, et al.
Publicado: (2026)
Machine Learning Augmented Branch and Bound for Mixed Integer Linear Programming
por: Scavuzzo, Lara, et al.
Publicado: (2024)
por: Scavuzzo, Lara, et al.
Publicado: (2024)
Effective Generation of Feasible Solutions for Integer Programming via Guided Diffusion
por: Zeng, Hao, et al.
Publicado: (2024)
por: Zeng, Hao, et al.
Publicado: (2024)
Sample Complexity of Stochastic Optimization with Integer Variables
por: Cheng, Hongyu, et al.
Publicado: (2026)
por: Cheng, Hongyu, et al.
Publicado: (2026)
Stochastic Compositional Optimization with Compositional Constraints
por: Yang, Shuoguang, et al.
Publicado: (2022)
por: Yang, Shuoguang, et al.
Publicado: (2022)
Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks
por: Jnini, Anas, et al.
Publicado: (2025)
por: Jnini, Anas, et al.
Publicado: (2025)
Towards An Unsupervised Learning Scheme for Efficiently Solving Parameterized Mixed-Integer Programs
por: Qu, Shiyuan, et al.
Publicado: (2024)
por: Qu, Shiyuan, et al.
Publicado: (2024)
On Integer Programming for the Binarized Neural Network Verification Problem
por: Kim, Woojin, et al.
Publicado: (2025)
por: Kim, Woojin, et al.
Publicado: (2025)
Solving 0-1 Integer Programs with Unknown Knapsack Constraints Using Membership Oracles
por: Messana, Rosario, et al.
Publicado: (2024)
por: Messana, Rosario, et al.
Publicado: (2024)
A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints
por: Jiang, Liuyuan, et al.
Publicado: (2024)
por: Jiang, Liuyuan, et al.
Publicado: (2024)
CRONOS: Enhancing Deep Learning with Scalable GPU Accelerated Convex Neural Networks
por: Feng, Miria, et al.
Publicado: (2024)
por: Feng, Miria, et al.
Publicado: (2024)
Accelerated Nonnegative Tensor Completion via Integer Programming
por: Pan, Wenhao, et al.
Publicado: (2022)
por: Pan, Wenhao, et al.
Publicado: (2022)
Scalable DC Optimization via Adaptive Frank-Wolfe Algorithms
por: Pokutta, Sebastian
Publicado: (2025)
por: Pokutta, Sebastian
Publicado: (2025)
Muon Optimizes Under Spectral Norm Constraints
por: Chen, Lizhang, et al.
Publicado: (2025)
por: Chen, Lizhang, et al.
Publicado: (2025)
Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learning
por: Cai, Junyang, et al.
Publicado: (2024)
por: Cai, Junyang, et al.
Publicado: (2024)
Multi-task Representation Learning for Mixed Integer Linear Programming
por: Cai, Junyang, et al.
Publicado: (2024)
por: Cai, Junyang, et al.
Publicado: (2024)
Scalable Kernel Inverse Optimization
por: Long, Youyuan, et al.
Publicado: (2024)
por: Long, Youyuan, et al.
Publicado: (2024)
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting
por: Pan, Rui, et al.
Publicado: (2024)
por: Pan, Rui, et al.
Publicado: (2024)
Physics-Informed Neural Networks with Hard Linear Equality Constraints
por: Chen, Hao, et al.
Publicado: (2024)
por: Chen, Hao, et al.
Publicado: (2024)
Distributed Online Convex Optimization with Nonseparable Costs and Constraints
por: Pan, Zhaoye, et al.
Publicado: (2026)
por: Pan, Zhaoye, et al.
Publicado: (2026)
Ejemplares similares
-
CLCR: Contrastive Learning-based Constraint Reordering for Efficient MILP Solving
por: Zeng, Shuli, et al.
Publicado: (2025) -
Responsible Machine Learning via Mixed-Integer Optimization
por: Justin, Nathan, et al.
Publicado: (2025) -
Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees
por: Ovalle, Daniel, et al.
Publicado: (2025) -
Learning to Optimize for Mixed-Integer Non-linear Programming with Feasibility Guarantees
por: Tang, Bo, et al.
Publicado: (2024) -
Intersectional Fairness via Mixed-Integer Optimization
por: Němeček, Jiří, et al.
Publicado: (2026)