Janis Klaise

According to our database, Janis Klaise authored at least 8 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Sequential Multivariate Change Detection with Calibrated and Memoryless False Detection Rates.

Oliver Cobb, Arnaud Van Looveren, Janis Klaise

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Alibi Explain: Algorithms for Explaining Machine Learning Models.

Janis Klaise, Arnaud Van Looveren, Giovanni Vacanti, Alexandru Coca

J. Mach. Learn. Res., 2021

Model-agnostic and Scalable Counterfactual Explanations via Reinforcement Learning.

Robert-Florian Samoilescu, Arnaud Van Looveren, Janis Klaise

CoRR, 2021

Conditional Generative Models for Counterfactual Explanations.

Arnaud Van Looveren, Janis Klaise, Giovanni Vacanti, Oliver Cobb

CoRR, 2021

Interpretable Counterfactual Explanations Guided by Prototypes.

Arnaud Van Looveren, Janis Klaise

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020

Monitoring and explainability of models in production.

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

CoRR, 2020

ConBO: Conditional Bayesian Optimization.

Michael Pearce, Janis Klaise, Matthew J. Groves

CoRR, 2020

2017

Relaxation dynamics of maximally clustered networks.

Janis Klaise, Samuel Johnson

CoRR, 2017