Gummadi, Krishna

7 publications

NeurIPS 2023 Diffused Redundancy in Pre-Trained Representations Vedant Nanda, Till Speicher, John Dickerson, Krishna Gummadi, Soheil Feizi, Adrian Weller

ICML 2022 Measuring Representational Robustness of Neural Networks Through Shared Invariances Vedant Nanda, Till Speicher, Camila Kolling, John P Dickerson, Krishna Gummadi, Adrian Weller

NeurIPS 2021 Auditing Black-Box Prediction Models for Data Minimization Compliance Bashir Rastegarpanah, Krishna Gummadi, Mark Crovella

ICML 2019 On the Long-Term Impact of Algorithmic Decision Policies: Effort Unfairness and Feature Segregation Through Social Learning Hoda Heidari, Vedant Nanda, Krishna Gummadi

ICML 2018 Blind Justice: Fairness with Encrypted Sensitive Attributes Niki Kilbertus, Adria Gascon, Matt Kusner, Michael Veale, Krishna Gummadi, Adrian Weller

NeurIPS 2018 Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making Hoda Heidari, Claudio Ferrari, Krishna Gummadi, Andreas Krause

NeurIPS 2017 From Parity to Preference-Based Notions of Fairness in Classification Muhammad Bilal Zafar, Isabel Valera, Manuel Rodriguez, Krishna Gummadi, Adrian Weller