@InProceedings{balcan_et_al:LIPIcs.CP.2022.3, author = {Balcan, Maria-Florina and Prasad, Siddharth and Sandholm, Tuomas and Vitercik, Ellen}, title = {{Improved Sample Complexity Bounds for Branch-And-Cut}}, booktitle = {28th International Conference on Principles and Practice of Constraint Programming (CP 2022)}, pages = {3:1--3:19}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-240-2}, ISSN = {1868-8969}, year = {2022}, volume = {235}, editor = {Solnon, Christine}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.CP.2022.3}, URN = {urn:nbn:de:0030-drops-166321}, doi = {10.4230/LIPIcs.CP.2022.3}, annote = {Keywords: Automated algorithm configuration, integer programming, machine learning theory, tree search, branch-and-bound, branch-and-cut, cutting planes, sample complexity, generalization guarantees, data-driven algorithm design} }