Arnaud Van Looveren

13 papers A* 1A 1Journal 10Unranked 1

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