@Proceedings{roth:LIPIcs.FORC.2020,
title = {{LIPIcs, Volume 156, FORC 2020, Complete Volume}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {1--190},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020},
URN = {urn:nbn:de:0030-drops-120157},
doi = {10.4230/LIPIcs.FORC.2020},
annote = {Keywords: LIPIcs, Volume 156, FORC 2020, Complete Volume}
}
@InProceedings{roth:LIPIcs.FORC.2020.0,
author = {Roth, Aaron},
title = {{Front Matter, Table of Contents, Preface, Conference Organization}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {0:i--0:viii},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.0},
URN = {urn:nbn:de:0030-drops-120168},
doi = {10.4230/LIPIcs.FORC.2020.0},
annote = {Keywords: Front Matter, Table of Contents, Preface, Conference Organization}
}
@InProceedings{cohen_et_al:LIPIcs.FORC.2020.1,
author = {Cohen, Lee and Lipton, Zachary C. and Mansour, Yishay},
title = {{Efficient Candidate Screening Under Multiple Tests and Implications for Fairness}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {1:1--1:20},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.1},
URN = {urn:nbn:de:0030-drops-120179},
doi = {10.4230/LIPIcs.FORC.2020.1},
annote = {Keywords: algorithmic fairness, random walk, inference}
}
@InProceedings{ilvento:LIPIcs.FORC.2020.2,
author = {Ilvento, Christina},
title = {{Metric Learning for Individual Fairness}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {2:1--2:11},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.2},
URN = {urn:nbn:de:0030-drops-120183},
doi = {10.4230/LIPIcs.FORC.2020.2},
annote = {Keywords: metric learning, individual fairness, fair machine learning}
}
@InProceedings{blum_et_al:LIPIcs.FORC.2020.3,
author = {Blum, Avrim and Stangl, Kevin},
title = {{Recovering from Biased Data: Can Fairness Constraints Improve Accuracy?}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {3:1--3:20},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.3},
URN = {urn:nbn:de:0030-drops-120192},
doi = {10.4230/LIPIcs.FORC.2020.3},
annote = {Keywords: fairness in machine learning, equal opportunity, bias, machine learning}
}
@InProceedings{naor_et_al:LIPIcs.FORC.2020.4,
author = {Naor, Moni and Vexler, Neil},
title = {{Can Two Walk Together: Privacy Enhancing Methods and Preventing Tracking of Users}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {4:1--4:20},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.4},
URN = {urn:nbn:de:0030-drops-120205},
doi = {10.4230/LIPIcs.FORC.2020.4},
annote = {Keywords: Differential Privacy, Surveillance}
}
@InProceedings{jung_et_al:LIPIcs.FORC.2020.5,
author = {Jung, Christopher and Kannan, Sampath and Lutz, Neil},
title = {{Service in Your Neighborhood: Fairness in Center Location}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {5:1--5:15},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.5},
URN = {urn:nbn:de:0030-drops-120215},
doi = {10.4230/LIPIcs.FORC.2020.5},
annote = {Keywords: Fairness, Clustering, Facility Location}
}
@InProceedings{rambachan_et_al:LIPIcs.FORC.2020.6,
author = {Rambachan, Ashesh and Roth, Jonathan},
title = {{Bias In, Bias Out? Evaluating the Folk Wisdom}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {6:1--6:15},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.6},
URN = {urn:nbn:de:0030-drops-120225},
doi = {10.4230/LIPIcs.FORC.2020.6},
annote = {Keywords: fairness, selective labels, discrimination, training data}
}
@InProceedings{dwork_et_al:LIPIcs.FORC.2020.7,
author = {Dwork, Cynthia and Ilvento, Christina and Jagadeesan, Meena},
title = {{Individual Fairness in Pipelines}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {7:1--7:22},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.7},
URN = {urn:nbn:de:0030-drops-120235},
doi = {10.4230/LIPIcs.FORC.2020.7},
annote = {Keywords: algorithmic fairness, fairness under composition, pipelines}
}
@InProceedings{dwork_et_al:LIPIcs.FORC.2020.8,
author = {Dwork, Cynthia and Ilvento, Christina and Rothblum, Guy N. and Sur, Pragya},
title = {{Abstracting Fairness: Oracles, Metrics, and Interpretability}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {8:1--8:16},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.8},
URN = {urn:nbn:de:0030-drops-120247},
doi = {10.4230/LIPIcs.FORC.2020.8},
annote = {Keywords: Algorithmic fairness, fairness definitions, causality-based fairness, interpretability, individual fairness, metric fairness}
}
@InProceedings{braverman_et_al:LIPIcs.FORC.2020.9,
author = {Braverman, Mark and Garg, Sumegha},
title = {{The Role of Randomness and Noise in Strategic Classification}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {9:1--9:20},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.9},
URN = {urn:nbn:de:0030-drops-120255},
doi = {10.4230/LIPIcs.FORC.2020.9},
annote = {Keywords: Strategic classification, noisy features, randomized classification, fairness}
}
@InProceedings{ligett_et_al:LIPIcs.FORC.2020.10,
author = {Ligett, Katrina and Peale, Charlotte and Reingold, Omer},
title = {{Bounded-Leakage Differential Privacy}},
booktitle = {1st Symposium on Foundations of Responsible Computing (FORC 2020)},
pages = {10:1--10:20},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {978-3-95977-142-9},
ISSN = {1868-8969},
year = {2020},
volume = {156},
editor = {Roth, Aaron},
publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
address = {Dagstuhl, Germany},
URL = {https://drops-dev.dagstuhl.de/entities/document/10.4230/LIPIcs.FORC.2020.10},
URN = {urn:nbn:de:0030-drops-120265},
doi = {10.4230/LIPIcs.FORC.2020.10},
annote = {Keywords: differential privacy, applications, privacy, leakage, auxiliary information}
}
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