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Janis Klaise
Janis Klaise
Seldon Technologies Ltd
Dirección de correo verificada de seldon.io - Página principal
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Interpretable counterfactual explanations guided by prototypes
A Van Looveren, J Klaise
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
3882021
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
147*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
492020
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, 2019
41*2019
The origin of motif families in food webs
J Klaise, S Johnson
Scientific reports 7 (1), 16197, 2017
322017
From neurons to epidemics: How trophic coherence affects spreading processes
J Klaise, S Johnson
Chaos: An Interdisciplinary Journal of Nonlinear Science 26 (6), 2016
292016
Conditional generative models for counterfactual explanations
A Van Looveren, J Klaise, G Vacanti, O Cobb
arXiv preprint arXiv:2101.10123, 2021
252021
Model-agnostic and scalable counterfactual explanations via reinforcement learning
RF Samoilescu, A Van Looveren, J Klaise
arXiv preprint arXiv:2106.02597, 2021
152021
Practical bayesian optimization of objectives with conditioning variables
M Pearce, J Klaise, M Groves
arXiv preprint arXiv:2002.09996, 2020
92020
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
72022
Orders in quadratic imaginary fields of small class number
J Klaise
preprint, 2012
52012
Relaxation dynamics of maximally clustered networks
J Klaise, S Johnson
Physical Review E 97 (1), 012302, 2018
12018
Emergent patterns in complex networks
J Klaise
University of Warwick, 2017
2017
Flight Efficiency in European Airspace
C Sargent, C Cawthorn, G Cupples, E Devane, M Devine, C Holloway, ...
2015
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