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
Publications
38 results for Roman Vaculin
Identifying Homogeneous and Interpretable Groups for Conformal Prediction
- Natalia Martinez Gil
- Dhaval Patel
- et al.
- 2024
- UAI 2024
Conference paperCost-Aware Counterfactuals for Black Box Explanations
- Natalia Martinez Gil
- Kanthi Sarpatwar
- et al.
- 2023
- NeurIPS 2023
Workshop paperAI Explainability 360 Toolkit for Time-Series and Industrial Use Cases
- Giridhar Ganapavarapu
- Sumanta Mukherjee
- et al.
- 2023
- KDD 2023
TutorialEfficient Pruning for Machine Learning under Homomorphic Encryption
- Ehud Aharoni
- Moran Baruch
- et al.
- 2023
- ESORICS 2023
Conference paperPhysics-based multiple time-series univariate forecasting
- Sumanta Mukherjee
- Arindam Jati
- et al.
- 2022
- Big Data 2022
Conference paperPrune, Permute and Expand: Efficient Machine Learning under Non-Client-Aided Homomorphic Encryption
- Ehud Aharoni
- Moran Baruch
- et al.
- 2022
- MICRO 2022
Workshop paperAutoAI-TS: AutoAI for Time Series Forecasting
- Syed Yousaf Shah
- Dhaval Patel
- et al.
- 2021
- SIGMOD 2021
Conference paperPrivacy enhanced decision tree inference
- Kanthi Sarpatwar
- Nalini K. Ratha
- et al.
- 2020
- CVPRW 2020
Conference paperDifferentially private distributed data summarization under covariate shift
- Kanthi Sarpatwar
- Karthikeyan Shanmugam
- et al.
- 2019
- NeurIPS 2019
Conference paper