Web: http://arxiv.org/abs/2111.11207

May 13, 2022, 1:11 a.m. | Maria-Florina Balcan, Siddharth Prasad, Tuomas Sandholm, Ellen Vitercik

cs.LG updates on arXiv.org arxiv.org

Branch-and-cut is the most widely used algorithm for solving integer
programs, employed by commercial solvers like CPLEX and Gurobi. Branch-and-cut
has a wide variety of tunable parameters that have a huge impact on the size of
the search tree that it builds, but are challenging to tune by hand. An
increasingly popular approach is to use machine learning to tune these
parameters: using a training set of integer programs from the application
domain at hand, the goal is to find …

arxiv complexity

More from arxiv.org / cs.LG updates on arXiv.org

Data Analyst, Patagonia Action Works

@ Patagonia | Remote

Data & Insights Strategy & Innovation General Manager

@ Chevron Services Company, a division of Chevron U.S.A Inc. | Houston, TX

Faculty members in Research areas such as Bayesian and Spatial Statistics; Data Privacy and Security; AI/ML; NLP; Image and Video Data Analysis

@ Ahmedabad University | Ahmedabad, India

Director, Applied Mathematics & Computational Research Division

@ Lawrence Berkeley National Lab | Berkeley, Ca

Business Data Analyst

@ MainStreet Family Care | Birmingham, AL

Assistant/Associate Professor of the Practice in Business Analytics

@ Georgetown University McDonough School of Business | Washington DC