Natalia Martinez Gil

According to our database, Natalia Martinez Gil authored at least 4 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring.

Natalia Martinez Gil, Fearghal O'Donncha, Wesley M. Gifford, Nianjun Zhou, Dhaval Patel, Roman Vaculín

CoRR, April, 2026

2025

AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance.

Dhaval Patel, Shuxin Lin, James T. Rayfield, Nianjun Zhou, Roman Vaculín, Natalia Martinez Gil, Fearghal O'Donncha, Jayant Kalagnanam

CoRR, June, 2025

2024

Identifying Homogeneous and Interpretable Groups for Conformal Prediction.

Natalia Martinez Gil, Dhaval Patel, Chandra Reddy, Giridhar Ganapavarapu, Roman Vaculín, Jayant Kalagnanam

Proceedings of the Uncertainty in Artificial Intelligence, 2024

2023

AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases.

Giridhar Ganapavarapu, Sumanta Mukherjee, Natalia Martinez Gil, Kanthi K. Sarpatwar, Amaresh Rajasekharan, Amit Dhurandhar, Vijay Arya, Roman Vaculín

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023