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Arnaud Van Looveren
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2020 – today
- 2023
- [i9]Oliver Cobb, Arnaud Van Looveren:
Towards Practicable Sequential Shift Detectors. CoRR abs/2307.14758 (2023) - 2022
- [c3]Oliver Cobb, Arnaud Van Looveren, Janis Klaise:
Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates. AISTATS 2022: 226-239 - [c2]Oliver Cobb, Arnaud Van Looveren:
Context-Aware Drift Detection. ICML 2022: 4087-4111 - [i8]Oliver Cobb, Arnaud Van Looveren:
Context-Aware Drift Detection. CoRR abs/2203.08644 (2022) - [i7]Sherif Akoush, Andrei Paleyes, Arnaud Van Looveren, Clive Cox:
Desiderata for next generation of ML model serving. CoRR abs/2210.14665 (2022) - 2021
- [j1]Janis Klaise, Arnaud Van Looveren, Giovanni Vacanti, Alexandru Coca:
Alibi Explain: Algorithms for Explaining Machine Learning Models. J. Mach. Learn. Res. 22: 181:1-181:7 (2021) - [c1]Arnaud Van Looveren, Janis Klaise:
Interpretable Counterfactual Explanations Guided by Prototypes. ECML/PKDD (2) 2021: 650-665 - [i6]Arnaud Van Looveren, Janis Klaise, Giovanni Vacanti, Oliver Cobb:
Conditional Generative Models for Counterfactual Explanations. CoRR abs/2101.10123 (2021) - [i5]Robert-Florian Samoilescu, Arnaud Van Looveren, Janis Klaise:
Model-agnostic and Scalable Counterfactual Explanations via Reinforcement Learning. CoRR abs/2106.02597 (2021) - [i4]Oliver Cobb, Arnaud Van Looveren, Janis Klaise:
Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates. CoRR abs/2108.00883 (2021) - 2020
- [i3]Giovanni Vacanti, Arnaud Van Looveren:
Adversarial Detection and Correction by Matching Prediction Distributions. CoRR abs/2002.09364 (2020) - [i2]Janis Klaise, Arnaud Van Looveren, Clive Cox, Giovanni Vacanti, Alexandru Coca:
Monitoring and explainability of models in production. CoRR abs/2007.06299 (2020)
2010 – 2019
- 2019
- [i1]Arnaud Van Looveren, Janis Klaise:
Interpretable Counterfactual Explanations Guided by Prototypes. CoRR abs/1907.02584 (2019)
Coauthor Index
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