Concepedia

Krzysztof Chalupka

KC

6

Publications

324

Citations

6

H-Index

2012

Active since

Affiliations

California Institute of Technology(Current)

University of Edinburgh

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

Top concepts

EngineeringData ScienceMachine LearningPredictive AnalyticsComputer ScienceManagementStatisticsData MiningPublic HealthProcess Control

Publications per year

2012–2018

6

Publications

6

A framework for evaluating approximation methods for Gaussian process regression

Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray · Journal of Machine Learning Research · 2013 · 119 citations

Engineering, Machine Learning, Data Science +17

Causal feature learning: an overview

Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona · Behaviormetrika · 2016 · 69 citations

Engineering, Machine Learning, Data Science +10

A Framework for Evaluating Approximation Methods for Gaussian Process Regression

Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray · arXiv (Cornell University) · 2012 · 67 citations · Full text

Engineering, Machine Learning, Data Science +16

Visual Causal Feature Learning

Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt · arXiv (Cornell University) · 2014 · 48 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data

Krzysztof Chalupka, Tobias Bischoff, Pietro Perona et al. · arXiv (Cornell University) · 2016 · 11 citations · Full text

Chalupka 2016, Engineering, Machine Learning +21

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