@Proceedings{ligett_et_al:LIPIcs.FORC.2021, title = {{LIPIcs, Volume 192, FORC 2021, Complete Volume}}, booktitle = {2nd Symposium on Foundations of Responsible Computing (FORC 2021)}, pages = {1--152}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-187-0}, ISSN = {1868-8969}, year = {2021}, volume = {192}, editor = {Ligett, Katrina and Gupta, Swati}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2021}, URN = {urn:nbn:de:0030-drops-138675}, doi = {10.4230/LIPIcs.FORC.2021}, annote = {Keywords: LIPIcs, Volume 192, FORC 2021, Complete Volume} } @InProceedings{ligett_et_al:LIPIcs.FORC.2021.0, author = {Ligett, Katrina and Gupta, Swati}, title = {{Front Matter, Table of Contents, Preface, Conference Organization}}, booktitle = {2nd Symposium on Foundations of Responsible Computing (FORC 2021)}, pages = {0:i--0:viii}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-187-0}, ISSN = {1868-8969}, year = {2021}, volume = {192}, editor = {Ligett, Katrina and Gupta, Swati}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2021.0}, URN = {urn:nbn:de:0030-drops-138680}, doi = {10.4230/LIPIcs.FORC.2021.0}, annote = {Keywords: Front Matter, Table of Contents, Preface, Conference Organization} } @InProceedings{ganesh_et_al:LIPIcs.FORC.2021.1, author = {Ganesh, Arun and Zhao, Jiazheng}, title = {{Privately Answering Counting Queries with Generalized Gaussian Mechanisms}}, booktitle = {2nd Symposium on Foundations of Responsible Computing (FORC 2021)}, pages = {1:1--1:18}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-187-0}, ISSN = {1868-8969}, year = {2021}, volume = {192}, editor = {Ligett, Katrina and Gupta, Swati}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2021.1}, URN = {urn:nbn:de:0030-drops-138698}, doi = {10.4230/LIPIcs.FORC.2021.1}, annote = {Keywords: Differential privacy, counting queries, Generalized Gaussians} } @InProceedings{jung_et_al:LIPIcs.FORC.2021.2, author = {Jung, Christopher and Kearns, Michael and Neel, Seth and Roth, Aaron and Stapleton, Logan and Wu, Zhiwei Steven}, title = {{An Algorithmic Framework for Fairness Elicitation}}, booktitle = {2nd Symposium on Foundations of Responsible Computing (FORC 2021)}, pages = {2:1--2:19}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-187-0}, ISSN = {1868-8969}, year = {2021}, volume = {192}, editor = {Ligett, Katrina and Gupta, Swati}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2021.2}, URN = {urn:nbn:de:0030-drops-138701}, doi = {10.4230/LIPIcs.FORC.2021.2}, annote = {Keywords: Fairness, Fairness Elicitation} } @InProceedings{cohenaddad_et_al:LIPIcs.FORC.2021.3, author = {Cohen-Addad, Vincent and Klein, Philip N. and Marx, D\'{a}niel and Wheeler, Archer and Wolfram, Christopher}, title = {{On the Computational Tractability of a Geographic Clustering Problem Arising in Redistricting}}, booktitle = {2nd Symposium on Foundations of Responsible Computing (FORC 2021)}, pages = {3:1--3:18}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-187-0}, ISSN = {1868-8969}, year = {2021}, volume = {192}, editor = {Ligett, Katrina and Gupta, Swati}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2021.3}, URN = {urn:nbn:de:0030-drops-138718}, doi = {10.4230/LIPIcs.FORC.2021.3}, annote = {Keywords: redistricting, algorithms, planar graphs, lower bounds} } @InProceedings{lazarreich_et_al:LIPIcs.FORC.2021.4, author = {Lazar Reich, Claire and Vijaykumar, Suhas}, title = {{A Possibility in Algorithmic Fairness: Can Calibration and Equal Error Rates Be Reconciled?}}, booktitle = {2nd Symposium on Foundations of Responsible Computing (FORC 2021)}, pages = {4:1--4:21}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-187-0}, ISSN = {1868-8969}, year = {2021}, volume = {192}, editor = {Ligett, Katrina and Gupta, Swati}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2021.4}, URN = {urn:nbn:de:0030-drops-138727}, doi = {10.4230/LIPIcs.FORC.2021.4}, annote = {Keywords: fair prediction, impossibility results, screening decisions, classification, calibration, equalized odds, optimal transport, risk scores} } @InProceedings{cohen_et_al:LIPIcs.FORC.2021.5, author = {Cohen, Aloni and Duchin, Moon and Matthews, JN and Suwal, Bhushan}, title = {{Census TopDown: The Impacts of Differential Privacy on Redistricting}}, booktitle = {2nd Symposium on Foundations of Responsible Computing (FORC 2021)}, pages = {5:1--5:22}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-187-0}, ISSN = {1868-8969}, year = {2021}, volume = {192}, editor = {Ligett, Katrina and Gupta, Swati}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2021.5}, URN = {urn:nbn:de:0030-drops-138736}, doi = {10.4230/LIPIcs.FORC.2021.5}, annote = {Keywords: Census, TopDown, differential privacy, redistricting, Voting Rights Act} } @InProceedings{diana_et_al:LIPIcs.FORC.2021.6, author = {Diana, Emily and Gill, Wesley and Globus-Harris, Ira and Kearns, Michael and Roth, Aaron and Sharifi-Malvajerdi, Saeed}, title = {{Lexicographically Fair Learning: Algorithms and Generalization}}, booktitle = {2nd Symposium on Foundations of Responsible Computing (FORC 2021)}, pages = {6:1--6:23}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-187-0}, ISSN = {1868-8969}, year = {2021}, volume = {192}, editor = {Ligett, Katrina and Gupta, Swati}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2021.6}, URN = {urn:nbn:de:0030-drops-138748}, doi = {10.4230/LIPIcs.FORC.2021.6}, annote = {Keywords: Fair Learning, Lexicographic Fairness, Online Learning, Game Theory} } @InProceedings{yang_et_al:LIPIcs.FORC.2021.7, author = {Yang, Ke and Loftus, Joshua R. and Stoyanovich, Julia}, title = {{Causal Intersectionality and Fair Ranking}}, booktitle = {2nd Symposium on Foundations of Responsible Computing (FORC 2021)}, pages = {7:1--7:20}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-187-0}, ISSN = {1868-8969}, year = {2021}, volume = {192}, editor = {Ligett, Katrina and Gupta, Swati}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2021.7}, URN = {urn:nbn:de:0030-drops-138756}, doi = {10.4230/LIPIcs.FORC.2021.7}, annote = {Keywords: fairness, intersectionality, ranking, causality} }