Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Janis Klaise

Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates

Aug 02, 2021
Oliver Cobb, Arnaud Van Looveren, Janis Klaise

* 20 pages, 5 figures, open source implementation at 

  Access Paper or Ask Questions

Model-agnostic and Scalable Counterfactual Explanations via Reinforcement Learning

Jun 04, 2021
Robert-Florian Samoilescu, Arnaud Van Looveren, Janis Klaise

* 18 pages 

  Access Paper or Ask Questions

Conditional Generative Models for Counterfactual Explanations

Jan 25, 2021
Arnaud Van Looveren, Janis Klaise, Giovanni Vacanti, Oliver Cobb

* 12 pages 

  Access Paper or Ask Questions

Monitoring and explainability of models in production

Jul 13, 2020
Janis Klaise, Arnaud Van Looveren, Clive Cox, Giovanni Vacanti, Alexandru Coca

* Workshop on Challenges in Deploying and Monitoring Machine Learning Systems (ICML 2020) 

  Access Paper or Ask Questions

ConBO: Conditional Bayesian Optimization

Feb 23, 2020
Michael Pearce, Janis Klaise, Matthew Groves

* 10 pages, 7 pages appendix 

  Access Paper or Ask Questions

Interpretable Counterfactual Explanations Guided by Prototypes

Jul 03, 2019
Arnaud Van Looveren, Janis Klaise

* 8 pages, 4 figures. Supplementary material 5 pages, 6 figures. For an open source implementation of the algorithm, see 

  Access Paper or Ask Questions