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ORCIDKrzysztof Chalupka
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Journal Articles
- 2013
[j1]Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray:
A framework for evaluating approximation methods for Gaussian process regression. J. Mach. Learn. Res. 14(1): 333-350 (2013)
Conference and Workshop Papers
- 2020
- [c4]Biagio Brattoli, Joseph Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka:
Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications. CVPR 2020: 4612-4622 - 2016
- [c3]Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona:
Multi-Level Cause-Effect Systems. AISTATS 2016: 361-369 - [c2]Krzysztof Chalupka, Tobias Bischoff, Frederick Eberhardt, Pietro Perona:
Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data. UAI 2016 - 2015
- [c1]Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt:
Visual Causal Feature Learning. UAI 2015: 181-190
Informal and Other Publications
- 2020
- [i9]Biagio Brattoli, Joseph Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka:
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications. CoRR abs/2003.01455 (2020) - 2018
- [i8]Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt:
Fast Conditional Independence Test for Vector Variables with Large Sample Sizes. CoRR abs/1804.02747 (2018) - 2017
- [i7]Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun:
Causal Regularization. CoRR abs/1702.02604 (2017) - 2016
- [i6]Krzysztof Chalupka, Tobias Bischoff, Pietro Perona, Frederick Eberhardt:
Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data. CoRR abs/1605.09370 (2016) - [i5]Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona:
Estimating Causal Direction and Confounding of Two Discrete Variables. CoRR abs/1611.01504 (2016) - 2015
- [i4]Krzysztof Chalupka, Michael Dickinson, Pietro Perona:
Generalized Regressive Motion: a Visual Cue to Collision. CoRR abs/1510.07573 (2015) - [i3]Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt:
Multi-Level Cause-Effect Systems. CoRR abs/1512.07942 (2015) - 2014
- [i2]Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt:
Visual Causal Feature Learning. CoRR abs/1412.2309 (2014) - 2012
- [i1]Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray:
A Framework for Evaluating Approximation Methods for Gaussian Process Regression. CoRR abs/1205.6326 (2012)
Coauthor Index
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