@InProceedings{balcan:LIPIcs.STACS.2022.2, author = {Balcan, Maria-Florina}, title = {{Generalization Guarantees for Data-Driven Mechanism Design}}, booktitle = {39th International Symposium on Theoretical Aspects of Computer Science (STACS 2022)}, pages = {2:1--2:1}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-222-8}, ISSN = {1868-8969}, year = {2022}, volume = {219}, editor = {Berenbrink, Petra and Monmege, Benjamin}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.STACS.2022.2}, URN = {urn:nbn:de:0030-drops-158127}, doi = {10.4230/LIPIcs.STACS.2022.2}, annote = {Keywords: mechanism configuration, algorithm configuration, machine learning, generalization guarantees} }