Krzysztof Chalupka - Concepedia

Author

Krzysztof Chalupka

Also Known As

Chalupka, Krzysztof, Krzysztof Chalupka

Publications

373

Citations

H-Index

Concepts

All Affiliations

Krzysztof Chalupka is an author at California Institute of Technology specializing in engineering, data science, and machine learning.

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	314
2	Computer Science	3	3	234
3	Management	2	2	186
4	Public Health	2	2	117
5	Cognitive Science	1	1	48

Krzysztof Chalupka

Publications

324

Citations

H-Index

Page 1

	Year	Citations
A framework for evaluating approximation methods for Gaussian process regression Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray Journal of Machine Learning Research EngineeringMachine LearningData ScienceUncertainty QuantificationManagement	2013	119
Causal feature learning: an overview Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona Behaviormetrika EngineeringMachine LearningData ScienceData MiningPattern Recognition	2016	69
A Framework for Evaluating Approximation Methods for Gaussian Process Regression Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray arXiv (Cornell University) EngineeringMachine LearningData ScienceUncertainty QuantificationManagement	2012	67
Visual Causal Feature Learning Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningCausal Relation ExtractionCausal Inference	2014	48
Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data Krzysztof Chalupka, Tobias Bischoff, Pietro Perona, arXiv (Cornell University) Chalupka 2016EngineeringMachine LearningWeather ForecastingNumerical Weather Prediction	2016	11
Fast Conditional Independence Test for Vector Variables with Large Sample Sizes Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt arXiv (Cornell University)	2018	10

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