@Proceedings{talwar:LIPIcs.FORC.2023, title = {{LIPIcs, Volume 256, FORC 2023, Complete Volume}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {1--230}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023}, URN = {urn:nbn:de:0030-drops-179202}, doi = {10.4230/LIPIcs.FORC.2023}, annote = {Keywords: LIPIcs, Volume 256, FORC 2023, Complete Volume} } @InProceedings{talwar:LIPIcs.FORC.2023.0, author = {Talwar, Kunal}, title = {{Front Matter, Table of Contents, Preface, Conference Organization}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {0:i--0:x}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.0}, URN = {urn:nbn:de:0030-drops-179219}, doi = {10.4230/LIPIcs.FORC.2023.0}, annote = {Keywords: Front Matter, Table of Contents, Preface, Conference Organization} } @InProceedings{dwork_et_al:LIPIcs.FORC.2023.1, author = {Dwork, Cynthia and Reingold, Omer and Rothblum, Guy N.}, title = {{From the Real Towards the Ideal: Risk Prediction in a Better World}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {1:1--1:17}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.1}, URN = {urn:nbn:de:0030-drops-179224}, doi = {10.4230/LIPIcs.FORC.2023.1}, annote = {Keywords: Algorithmic Fairness, Affirmative Action, Learning, Predictions, Multicalibration, Outcome Indistinguishability} } @InProceedings{karov_et_al:LIPIcs.FORC.2023.2, author = {Karov, Bar and Naor, Moni}, title = {{New Algorithms and Applications for Risk-Limiting Audits}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {2:1--2:27}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.2}, URN = {urn:nbn:de:0030-drops-179232}, doi = {10.4230/LIPIcs.FORC.2023.2}, annote = {Keywords: Risk-Limiting Audit, RLA, Batch-Level RLA, Census} } @InProceedings{navon_et_al:LIPIcs.FORC.2023.3, author = {Navon, Inbal Livni and Peale, Charlotte and Reingold, Omer and Shen, Judy Hanwen}, title = {{Bidding Strategies for Proportional Representation in Advertisement Campaigns}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {3:1--3:22}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.3}, URN = {urn:nbn:de:0030-drops-179245}, doi = {10.4230/LIPIcs.FORC.2023.3}, annote = {Keywords: Algorithmic fairness, diversity, advertisement auctions} } @InProceedings{mosse:LIPIcs.FORC.2023.4, author = {Moss\'{e}, Milan}, title = {{Multiplicative Metric Fairness Under Composition}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {4:1--4:11}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.4}, URN = {urn:nbn:de:0030-drops-179250}, doi = {10.4230/LIPIcs.FORC.2023.4}, annote = {Keywords: algorithmic fairness, metric fairness, fairness under composition} } @InProceedings{ahmadi_et_al:LIPIcs.FORC.2023.5, author = {Ahmadi, Saba and Beyhaghi, Hedyeh and Blum, Avrim and Naggita, Keziah}, title = {{Setting Fair Incentives to Maximize Improvement}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {5:1--5:22}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.5}, URN = {urn:nbn:de:0030-drops-179261}, doi = {10.4230/LIPIcs.FORC.2023.5}, annote = {Keywords: Algorithmic Fairness, Learning for Strategic Behavior, Incentivizing Improvement} } @InProceedings{beyhaghi_et_al:LIPIcs.FORC.2023.6, author = {Beyhaghi, Hedyeh and Camara, Modibo K. and Hartline, Jason and Johnsen, Aleck and Long, Sheng}, title = {{Screening with Disadvantaged Agents}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {6:1--6:20}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.6}, URN = {urn:nbn:de:0030-drops-179274}, doi = {10.4230/LIPIcs.FORC.2023.6}, annote = {Keywords: screening, strategic classification, budgeted mechanism design, fairness, effort-incentives, subsidies, school admission} } @InProceedings{chen_et_al:LIPIcs.FORC.2023.7, author = {Chen, Jiale and Hartline, Jason and Zoeter, Onno}, title = {{Fair Grading Algorithms for Randomized Exams}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {7:1--7:22}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.7}, URN = {urn:nbn:de:0030-drops-179282}, doi = {10.4230/LIPIcs.FORC.2023.7}, annote = {Keywords: Ex-ante and Ex-post Fairness, Item Response Theory, Algorithmic Fairness in Education} } @InProceedings{biswas_et_al:LIPIcs.FORC.2023.8, author = {Biswas, Arpita and Ke, Yiduo and Khuller, Samir and Liu, Quanquan C.}, title = {{An Algorithmic Approach to Address Course Enrollment Challenges}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {8:1--8:23}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.8}, URN = {urn:nbn:de:0030-drops-179297}, doi = {10.4230/LIPIcs.FORC.2023.8}, annote = {Keywords: fairness, allocation, matching, algorithms} } @InProceedings{casel_et_al:LIPIcs.FORC.2023.9, author = {Casel, Katrin and Friedrich, Tobias and Schirneck, Martin and Wietheger, Simon}, title = {{Fair Correlation Clustering in Forests}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {9:1--9:12}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.9}, URN = {urn:nbn:de:0030-drops-179307}, doi = {10.4230/LIPIcs.FORC.2023.9}, annote = {Keywords: correlation clustering, disparate impact, fair clustering, relaxed fairness} } @InProceedings{awasthi_et_al:LIPIcs.FORC.2023.10, author = {Awasthi, Pranjal and Jung, Christopher and Morgenstern, Jamie}, title = {{Distributionally Robust Data Join}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {10:1--10:15}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.10}, URN = {urn:nbn:de:0030-drops-179311}, doi = {10.4230/LIPIcs.FORC.2023.10}, annote = {Keywords: Distributionally Robust Optimization, Semi-Supervised Learning, Learning Theory} } @InProceedings{bendov_et_al:LIPIcs.FORC.2023.11, author = {Ben Dov, Yoav and David, Liron and Naor, Moni and Tzalik, Elad}, title = {{Resistance to Timing Attacks for Sampling and Privacy Preserving Schemes}}, booktitle = {4th Symposium on Foundations of Responsible Computing (FORC 2023)}, pages = {11:1--11:23}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-272-3}, ISSN = {1868-8969}, year = {2023}, volume = {256}, editor = {Talwar, Kunal}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2023.11}, URN = {urn:nbn:de:0030-drops-179329}, doi = {10.4230/LIPIcs.FORC.2023.11}, annote = {Keywords: Differential Privacy} }