Arnaud Van Looveren

According to our database, Arnaud Van Looveren authored at least 10 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Towards Practicable Sequential Shift Detectors.

Oliver Cobb, Arnaud Van Looveren

CoRR, 2023

2022

Desiderata for next generation of ML model serving.

Sherif Akoush, Andrei Paleyes, Arnaud Van Looveren, Clive Cox

CoRR, 2022

Context-Aware Drift Detection.

Oliver Cobb, Arnaud Van Looveren

Proceedings of the International Conference on Machine Learning, 2022

Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates.

Oliver Cobb, Arnaud Van Looveren, Janis Klaise

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Alibi Explain: Algorithms for Explaining Machine Learning Models.

Janis Klaise, Arnaud Van Looveren, Giovanni Vacanti, Alexandru Coca

J. Mach. Learn. Res., 2021

Model-agnostic and Scalable Counterfactual Explanations via Reinforcement Learning.

Robert-Florian Samoilescu, Arnaud Van Looveren, Janis Klaise

CoRR, 2021

Conditional Generative Models for Counterfactual Explanations.

Arnaud Van Looveren, Janis Klaise, Giovanni Vacanti, Oliver Cobb

CoRR, 2021

Interpretable Counterfactual Explanations Guided by Prototypes.

Arnaud Van Looveren, Janis Klaise

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020

Monitoring and explainability of models in production.

Janis Klaise, Arnaud Van Looveren, Clive Cox, Giovanni Vacanti, Alexandru Coca

CoRR, 2020

Adversarial Detection and Correction by Matching Prediction Distributions.

Giovanni Vacanti, Arnaud Van Looveren

CoRR, 2020