Alibi detect: Algorithms for outlier, adversarial and drift detection A Van Looveren, G Vacanti, J Klaise, A Coca, O Cobb URL https://github. com/SeldonIO/alibi-detect, 0 | 51* | |
Efficient generalized spherical CNNs OJ Cobb, CGR Wallis, AN Mavor-Parker, A Marignier, MA Price, ... International Conference on Learning Representations, 2021 | 42 | 2021 |
Conditional generative models for counterfactual explanations A Van Looveren, J Klaise, G Vacanti, O Cobb arXiv preprint arXiv:2101.10123, 2021 | 34 | 2021 |
Context-aware drift detection O Cobb, A Van Looveren International conference on machine learning, 4087-4111, 2022 | 28 | 2022 |
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 | 8 | 2022 |
Towards Practicable Sequential Shift Detectors O Cobb, A Van Looveren ICML 2022 Workshop on Principles of Distribution Shift (PODS), 2022 | | 2022 |