Friedler, Sorelle

5 publications

ICLR 2025 Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse Seung Hyun Cheon, Anneke Wernerfelt, Sorelle Friedler, Berk Ustun

NeurIPSW 2024 Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse Seung Hyun Cheon, Anneke Wernerfelt, Sorelle Friedler, Berk Ustun

NeurIPS 2021 Shapley Residuals: Quantifying the Limits of the Shapley Value for Explanations Indra Kumar, Carlos Scheidegger, Suresh Venkatasubramanian, Sorelle Friedler

ICML 2020 Problems with Shapley-Value-Based Explanations as Feature Importance Measures I. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle Friedler

NeurIPS 2019 Disentangling Influence: Using Disentangled Representations to Audit Model Predictions Charles Marx, Richard Phillips, Sorelle Friedler, Carlos Scheidegger, Suresh Venkatasubramanian