Benjamin Laufer, Hoda Heidari and Jon Kleinberg. "Fine-tuning Games." The ACM Web Conference (WWW), 2024.
paper
Benjamin Laufer and Helen Nissenbaum. "Algorithmic Displacement of Social Trust." Knight First Ammendment Institute at Columbia University.
paper
Benjamin Laufer, Jon Kleinberg, Helen Nissenbaum, and Karen Levy. "Strategic Evaluation." ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO), 2023.
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Benjamin Laufer, Tom Gilbert and Helen Nissenbaum. "Optimization's Neglected Normative Commitments." ACM Conference on Fairness, Accountability, and Transparency (FAccT), 2023.
paper
Benjamin Laufer, Emma Pierson and Nikhil Garg. "End-to-end Auditing of Decision Pipelines." ICML Workshop on Responsible Decision Making in Dynamic Environments (RDMDE), 2022.
paper
Benjamin Laufer* and Niko Grupen*. "Collective Obfuscation and Crowdsourcing." KDD MIS2-TrueFact and ICML DisCoML workshops, 2022.
paper
Benjamin Laufer, Sameer Jain, A. Feder Cooper, Jon Kleinberg, Hoda Heidari. "Four Years of FAccT: A Reflexive, Mixed-Methods Analysis of Research Contributions, Shortcomings, and Future Prospects." ACM Conference on Fairness, Accountability, and Transparency (FAccT), 2022.
paper
A. Feder Cooper, Emmanuel Moss, Benjamin Laufer, Helen Nissenbaum. "Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning." ACM Conference on Fairness, Accountability, and Transparency (FAccT), 2022.
paper
Benjamin Laufer. "Abandoning Criminal Risk & Recidivism." NeurIPS 2020 Resistance AI Workshop.
pdf
Benjamin Laufer. "Beyond Validity: Current Auditing Methods for Criminal Risk Assessments Do Not Consider Sequential Feedback Effects." Working paper. 2020.
pdf (preprint)
Benjamin Laufer. "Feedback Effects in Repeat-Use Risk Assessments." Working Paper. 2020.
pdf (preprint)
Benjamin Laufer and Dounan Tang. "ROI-based Task Optimization for High-Frequency E-Scooter Fleet Operations." Lime. Advised by Dounan Tang. 2020.
[awaiting permissions for release]
Benjamin Laufer. "Compounding Injustice: History & Prediction in Carceral Decision Making." Princeton University Senior Thesis. Advised by Miklos Racz and Eduardo Morales. Best Thesis in Urban Studies, Kenneth H. Condit Award for Scholarship and Impact. 2019.
arXiv
Benjamin Laufer. "On Media and Sensation." Paper advised by Thomas Y. Levin. 2019.
pdf
Benjamin Laufer. "Data Analytics and Machine Learning for Environmental Protection: Targeting Air Inspections." Princeton University Junior Paper. Advised by Robert Vanderbei and Daniel Teitelbaum. 2018.
pdf
Anna Dong, Benjamin Getraer, Ryan Herbert, Benjamin Laufer, Daniel Petticord, Maria Stahl [equal contribution]. "Controlling Horse Populations in the Western United States." Princeton University Research Project advised by Simon Levin. 2018.
pdf