Krzysztof Chalupka

A framework for evaluating approximation methods for Gaussian process regression

Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray · Edinburgh Research Explorer · 2013 · 120 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +8

Causal feature learning: an overview

Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona · Behaviormetrika · 2016 · 72 citations

Computing, Computer Science, Causal Inference +7

A Framework for Evaluating Approximation Methods for Gaussian Process Regression

Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray · arXiv (Cornell University) · 2012 · 68 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +8

Visual Causal Feature Learning

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

Engineering, Computer Science, Robotics Engineering +17

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

Natural Sciences, Earth Sciences, Meteorology +15