Publications

6 results for Natalia Martinez Gil

Evidence‑Driven Reasoning for Industrial Maintenance Using Heterogeneous Data
- - Fearghal O'Donncha
  - Nianjun Zhou
  - et al.
- 2026
- ACL 2026
Conference paper
Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring
- - Natalia Martinez Gil
  - Fearghal O'Donncha
  - et al.
- 2026
- ICLR 2026
Conference paper
Identifying Homogeneous and Interpretable Groups for Conformal Prediction
- - Natalia Martinez Gil
  - Dhaval Patel
  - et al.
- 2024
- UAI 2024
Conference paper
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers
- - Natalia Martinez Gil
  - Martin Bertran
  - et al.
- 2024
- AISTATS 2024
Conference paper
Cost-Aware Counterfactuals for Black Box Explanations
- - Natalia Martinez Gil
  - Kanthi Sarpatwar
  - et al.
- 2023
- NeurIPS 2023
Workshop paper
AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases
- - Giridhar Ganapavarapu
  - Sumanta Mukherjee
  - et al.
- 2023
- KDD 2023
Tutorial