Goel, Naman

10 publications

IJCAI 2025 Fairness-Aware Interactive Target Variable Definition Dalia Gala, Milo Phillips-Brown, Naman Goel, Carina Prunkl, Laura Alvarez Jubete, Medb Corcoran, Ray Eitel-Porter

ICLR 2023 Human-Guided Fair Classification for Natural Language Processing Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin Vechev

NeurIPS 2023 WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts Elliott Ash, Naman Goel, Nianyun Li, Claudia Marangon, Peiyao Sun

NeurIPSW 2022 Generating Intuitive Fairness Specifications for Natural Language Processing Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin Vechev

AAAI 2021 The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective Naman Goel, Alfonso Amayuelas, Amit Deshpande, Amit Sharma

IJCAI 2020 Infochain: A Decentralized, Trustless and Transparent Oracle on Blockchain Naman Goel, Cyril van Schreven, Aris Filos-Ratsikas, Boi Faltings

IJCAI 2020 Peer-Prediction in the Presence of Outcome Dependent Lying Incentives Naman Goel, Aris Filos-Ratsikas, Boi Faltings

AAAI 2019 Deep Bayesian Trust: A Dominant and Fair Incentive Mechanism for Crowd Naman Goel, Boi Faltings

UAI 2019 Personalized Peer Truth Serum for Eliciting Multi-Attribute Personal Data Naman Goel, Boi Faltings

AAAI 2018 Non-Discriminatory Machine Learning Through Convex Fairness Criteria Naman Goel, Mohammad Yaghini, Boi Faltings