@Proceedings{celis:LIPIcs.FORC.2022, title = {{LIPIcs, Volume 218, FORC 2022, Complete Volume}}, booktitle = {3rd Symposium on Foundations of Responsible Computing (FORC 2022)}, pages = {1--148}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-226-6}, ISSN = {1868-8969}, year = {2022}, volume = {218}, editor = {Celis, L. Elisa}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2022}, URN = {urn:nbn:de:0030-drops-165222}, doi = {10.4230/LIPIcs.FORC.2022}, annote = {Keywords: LIPIcs, Volume 218, FORC 2022, Complete Volume} } @InProceedings{celis:LIPIcs.FORC.2022.0, author = {Celis, L. Elisa}, title = {{Front Matter, Table of Contents, Preface, Conference Organization}}, booktitle = {3rd Symposium on Foundations of Responsible Computing (FORC 2022)}, pages = {0:i--0:x}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-226-6}, ISSN = {1868-8969}, year = {2022}, volume = {218}, editor = {Celis, L. Elisa}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2022.0}, URN = {urn:nbn:de:0030-drops-165230}, doi = {10.4230/LIPIcs.FORC.2022.0}, annote = {Keywords: Front Matter, Table of Contents, Preface, Conference Organization} } @InProceedings{bun_et_al:LIPIcs.FORC.2022.1, author = {Bun, Mark and Drechsler, J\"{o}rg and Gaboardi, Marco and McMillan, Audra and Sarathy, Jayshree}, title = {{Controlling Privacy Loss in Sampling Schemes: An Analysis of Stratified and Cluster Sampling}}, booktitle = {3rd Symposium on Foundations of Responsible Computing (FORC 2022)}, pages = {1:1--1:24}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-226-6}, ISSN = {1868-8969}, year = {2022}, volume = {218}, editor = {Celis, L. Elisa}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2022.1}, URN = {urn:nbn:de:0030-drops-165243}, doi = {10.4230/LIPIcs.FORC.2022.1}, annote = {Keywords: privacy, differential privacy, survey design, survey sampling} } @InProceedings{henzinger_et_al:LIPIcs.FORC.2022.2, author = {Henzinger, Monika and Peale, Charlotte and Reingold, Omer and Shen, Judy Hanwen}, title = {{Leximax Approximations and Representative Cohort Selection}}, booktitle = {3rd Symposium on Foundations of Responsible Computing (FORC 2022)}, pages = {2:1--2:22}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-226-6}, ISSN = {1868-8969}, year = {2022}, volume = {218}, editor = {Celis, L. Elisa}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2022.2}, URN = {urn:nbn:de:0030-drops-165258}, doi = {10.4230/LIPIcs.FORC.2022.2}, annote = {Keywords: fairness, cohort selection, leximin, maxmin} } @InProceedings{ahmadi_et_al:LIPIcs.FORC.2022.3, author = {Ahmadi, Saba and Beyhaghi, Hedyeh and Blum, Avrim and Naggita, Keziah}, title = {{On Classification of Strategic Agents Who Can Both Game and Improve}}, booktitle = {3rd Symposium on Foundations of Responsible Computing (FORC 2022)}, pages = {3:1--3:22}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-226-6}, ISSN = {1868-8969}, year = {2022}, volume = {218}, editor = {Celis, L. Elisa}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2022.3}, URN = {urn:nbn:de:0030-drops-165269}, doi = {10.4230/LIPIcs.FORC.2022.3}, annote = {Keywords: Strategic Classification, Social Welfare, Learning} } @InProceedings{chawla_et_al:LIPIcs.FORC.2022.4, author = {Chawla, Shuchi and Rezvan, Rojin and Sauerberg, Nathaniel}, title = {{Individually-Fair Auctions for Multi-Slot Sponsored Search}}, booktitle = {3rd Symposium on Foundations of Responsible Computing (FORC 2022)}, pages = {4:1--4:22}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-226-6}, ISSN = {1868-8969}, year = {2022}, volume = {218}, editor = {Celis, L. Elisa}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2022.4}, URN = {urn:nbn:de:0030-drops-165272}, doi = {10.4230/LIPIcs.FORC.2022.4}, annote = {Keywords: algorithmic fairness, advertising auctions, and individual fairness} } @InProceedings{chowdhury_et_al:LIPIcs.FORC.2022.5, author = {Chowdhury, Sadia and Urner, Ruth}, title = {{Robustness Should Not Be at Odds with Accuracy}}, booktitle = {3rd Symposium on Foundations of Responsible Computing (FORC 2022)}, pages = {5:1--5:20}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-226-6}, ISSN = {1868-8969}, year = {2022}, volume = {218}, editor = {Celis, L. Elisa}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2022.5}, URN = {urn:nbn:de:0030-drops-165280}, doi = {10.4230/LIPIcs.FORC.2022.5}, annote = {Keywords: Statistical Learning Theory, Bayes optimal classifier, adversarial perturbations, adaptive robust loss} } @InProceedings{du_et_al:LIPIcs.FORC.2022.6, author = {Du, Elbert and Dwork, Cynthia}, title = {{Improved Generalization Guarantees in Restricted Data Models}}, booktitle = {3rd Symposium on Foundations of Responsible Computing (FORC 2022)}, pages = {6:1--6:12}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-226-6}, ISSN = {1868-8969}, year = {2022}, volume = {218}, editor = {Celis, L. Elisa}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2022.6}, URN = {urn:nbn:de:0030-drops-165299}, doi = {10.4230/LIPIcs.FORC.2022.6}, annote = {Keywords: Differential Privacy, Adaptive Data Analysis, Transfer Theorem} } @InProceedings{talwar:LIPIcs.FORC.2022.7, author = {Talwar, Kunal}, title = {{Differential Secrecy for Distributed Data and Applications to Robust Differentially Secure Vector Summation}}, booktitle = {3rd Symposium on Foundations of Responsible Computing (FORC 2022)}, pages = {7:1--7:16}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-226-6}, ISSN = {1868-8969}, year = {2022}, volume = {218}, editor = {Celis, L. Elisa}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2022.7}, URN = {urn:nbn:de:0030-drops-165302}, doi = {10.4230/LIPIcs.FORC.2022.7}, annote = {Keywords: Zero Knowledge, Secure Summation, Differential Privacy} }