Arnaud Van Looveren

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Land Cover Change

Gamma Distributions

Drift Detection

Low False Alarm Rate

Top Venues

J. Mach. Learn. Res.

Publications

Oliver Cobb, Arnaud Van Looveren
Towards Practicable Sequential Shift Detectors. CoRR (2023)
Sherif Akoush, Andrei Paleyes, Arnaud Van Looveren, Clive Cox
Desiderata for next generation of ML model serving. CoRR (2022)
Oliver Cobb, Arnaud Van Looveren
Context-Aware Drift Detection. CoRR (2022)
Oliver Cobb, Arnaud Van Looveren
Context-Aware Drift Detection. ICML (2022)
Oliver Cobb, Arnaud Van Looveren, Janis Klaise
Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates. AISTATS (2022)
Robert-Florian Samoilescu, Arnaud Van Looveren, Janis Klaise
Model-agnostic and Scalable Counterfactual Explanations via Reinforcement Learning. CoRR (2021)
Oliver Cobb, Arnaud Van Looveren, Janis Klaise
Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates. CoRR (2021)
Janis Klaise, Arnaud Van Looveren, Giovanni Vacanti, Alexandru Coca
Alibi Explain: Algorithms for Explaining Machine Learning Models. J. Mach. Learn. Res. 22 (2021)
Arnaud Van Looveren, Janis Klaise, Giovanni Vacanti, Oliver Cobb
Conditional Generative Models for Counterfactual Explanations. CoRR (2021)
Arnaud Van Looveren, Janis Klaise
Interpretable Counterfactual Explanations Guided by Prototypes. ECML/PKDD (2) (2021)
Janis Klaise, Arnaud Van Looveren, Clive Cox, Giovanni Vacanti, Alexandru Coca
Monitoring and explainability of models in production. CoRR (2020)
Giovanni Vacanti, Arnaud Van Looveren
Adversarial Detection and Correction by Matching Prediction Distributions. CoRR (2020)
Arnaud Van Looveren, Janis Klaise
Interpretable Counterfactual Explanations Guided by Prototypes. CoRR (2019)