| Interpretable counterfactual explanations guided by prototypes A Van Looveren, J Klaise Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 395 | 2021 |
| Phosphate separation and recovery from wastewater by novel electrodialysis Y Zhang, E Desmidt, A Van Looveren, L Pinoy, B Meesschaert, ... Environmental science & technology 47 (11), 5888-5895, 2013 | 232 | 2013 |
| Alibi explain: Algorithms for explaining machine learning models J Klaise, A Van Looveren, G Vacanti, A Coca Journal of Machine Learning Research 22 (181), 1-7, 2021 | 153* | 2021 |
| Monitoring and explainability of models in production J Klaise, A Van Looveren, C Cox, G Vacanti, A Coca arXiv preprint arXiv:2007.06299, 2020 | 49 | 2020 |
| Alibi detect: Algorithms for outlier, adversarial and drift detection A Van Looveren, J Klaise, G Vacanti, O Cobb, A Scillitoe, R Samoilescu, ... Github, 2019 | 44* | 2019 |
| Conditional generative models for counterfactual explanations A Van Looveren, J Klaise, G Vacanti, O Cobb arXiv preprint arXiv:2101.10123, 2021 | 27 | 2021 |
| Model-agnostic and scalable counterfactual explanations via reinforcement learning RF Samoilescu, A Van Looveren, J Klaise arXiv preprint arXiv:2106.02597, 2021 | 17 | 2021 |
| Context-aware drift detection O Cobb, A Van Looveren International Conference on Machine Learning, 4087-4111, 2022 | 15 | 2022 |
| Adversarial detection and correction by matching prediction distributions G Vacanti, A Van Looveren arXiv preprint arXiv:2002.09364, 2020 | 15 | 2020 |
| Sequential multivariate change detection with calibrated and memoryless false detection rates O Cobb, A Van Looveren, J Klaise International Conference on Artificial Intelligence and Statistics, 226-239, 2022 | 7 | 2022 |
| Desiderata for next generation of ML model serving S Akoush, A Paleyes, A Van Looveren, C Cox arXiv preprint arXiv:2210.14665, 2022 | 5 | 2022 |
| Towards Practicable Sequential Shift Detectors O Cobb, A Van Looveren arXiv preprint arXiv:2307.14758, 2023 | | 2023 |
Janis KlaiseSeldon Technologies LtdVerified email at seldon.io
