Krzysztof Chalupka
Krzysztof Chalupka
California Institute of Technology, Facebook
Verified email at caltech.edu - Homepage
Title
Cited by
Cited by
Year
A framework for evaluating approximation methods for Gaussian process regression
K Chalupka, CKI Williams, I Murray
Journal of Machine Learning Research 14, 333-350, 2013
1522013
Visual Causal Feature Learning
K Chalupka, P Perona, F Eberhardt
Proceedings of the Thirty-First Conference on Uncertainty in Artificial …, 2015
722015
Causal feature learning: an overview
K Chalupka, F Eberhardt, P Perona
Behaviormetrika 44 (1), 137-164, 2017
272017
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications
B Brattoli, J Tighe, F Zhdanov, P Perona, K Chalupka
CVPR 2020, 2020
252020
Multi-Level Cause-Effect Systems
K Chalupka, P Perona, F Eberhardt
19th International Conference on Artificial Intelligence and Statistics …, 2016
202016
Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data
K Chalupka, T Bischoff, P Perona, F Eberhardt
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial …, 2016
192016
Fast conditional independence test for vector variables with large sample sizes
K Chalupka, P Perona, F Eberhardt
arXiv preprint arXiv:1804.02747, 2018
122018
Causal regularization
MT Bahadori, K Chalupka, E Choi, R Chen, WF Stewart, J Sun
arXiv preprint arXiv:1702.02604, 2017
122017
Estimating causal direction and confounding of two discrete variables
K Chalupka, F Eberhardt, P Perona
arXiv preprint arXiv:1611.01504, 2016
62016
Generalized regressive motion: a visual cue to collision
K Chalupka, M Dickinson, P Perona
Bioinspiration & Biomimetics 11 (4), 2016
62016
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