Learning to Remove Cuts in Integer Linear Programming

26 June 2024

Papers citing "Learning to Remove Cuts in Integer Linear Programming"

7 / 7 papers shown

Title
A Deep Reinforcement Learning Framework For Column Generation Cheng Chi A. Aboussalah Elias Boutros Khalil Juyoung Wang Zoha Sherkat-Masoumi 45 27 0 03 Jun 2022
Sample Complexity of Tree Search Configuration: Cutting Planes and Beyond Maria-Florina Balcan Siddharth Prasad Tuomas Sandholm Ellen Vitercik 24 38 0 08 Jun 2021
Learning to Select Cuts for Efficient Mixed-Integer Programming Zeren Huang Kerong Wang Furui Liu Hui-Ling Zhen Weinan Zhang Mingxuan Yuan Jianye Hao Yong Yu Jun Wang 54 70 0 28 May 2021
Hybrid Models for Learning to Branch Prateek Gupta Maxime Gasse Elias Boutros Khalil M. P. Kumar Andrea Lodi Yoshua Bengio GNN 138 126 0 26 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 361 42,299 0 03 Dec 2019
Reinforcement Learning for Integer Programming: Learning to Cut Yunhao Tang Shipra Agrawal Yuri Faenza AI4CE 55 171 0 11 Jun 2019
Exact Combinatorial Optimization with Graph Convolutional Neural Networks Maxime Gasse Didier Chételat Nicola Ferroni Laurent Charlin Andrea Lodi GNN CML 128 483 0 04 Jun 2019