Identifying Homogeneous and Interpretable Groups for Conformal PredictionNatalia Martinez GilDhaval Patelet al.2024UAI 2024
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating ClassifiersNatalia Martinez GilMartin Bertranet al.2024AISTATS 2024
Cost-Aware Counterfactuals for Black Box ExplanationsNatalia Martinez GilKanthi Sarpatwaret al.2023NeurIPS 2023
AI Explainability 360 Toolkit for Time-Series and Industrial Use CasesGiridhar GanapavarapuSumanta Mukherjeeet al.2023KDD 2023