Concepedia

Janis Klaise

JK

4

Publications

276

Citations

4

H-Index

2020

Active since

Janis Klaise is an author specializing in computer science, engineering, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningBusinessData ScienceData ModelingExplainable AiProcess ControlSoftware DesignInterpretability

Publications per year

2020–2021

4

Publications

4

Interpretable Counterfactual Explanations Guided by Prototypes

Arnaud Van Looveren, Janis Klaise · Lecture notes in computer science · 2021 · 163 citations · Full text

Alibi Explain: Algorithms for Explaining Machine Learning Models

Janis Klaise, Arnaud Van Looveren, Giovanni Vacanti et al. · Journal of Machine Learning Research · 2021 · 73 citations

Artificial Intelligence, Engineering, Machine Learning +6

Monitoring and explainability of models in production

Janis Klaise, Arnaud Van Looveren, Clive Cox et al. · arXiv (Cornell University) · 2020 · 29 citations · Full text

Engineering, Machine Learning, Industrial Engineering +20

Model-agnostic and Scalable Counterfactual Explanations via\n Reinforcement Learning

Robert-Florian Samoilescu, Arnaud Van Looveren, Janis Klaise · arXiv (Cornell University) · 2021 · 11 citations · Full text

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