Krzysztof Chalupka

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 11

Top Topics

Gaussian Process Regression

Video Classification

Conditional Independencies

Top Venues

J. Mach. Learn. Res.

Publications

Biagio Brattoli, Joseph Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka
Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications. CVPR (2020)
Biagio Brattoli, Joseph Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications. CoRR (2020)
Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt
Fast Conditional Independence Test for Vector Variables with Large Sample Sizes. CoRR (2018)
Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun
Causal Regularization. CoRR (2017)
Krzysztof Chalupka, Tobias Bischoff, Frederick Eberhardt, Pietro Perona
Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data. UAI (2016)
Krzysztof Chalupka, Tobias Bischoff, Pietro Perona, Frederick Eberhardt
Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data. CoRR (2016)
Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona
Multi-Level Cause-Effect Systems. AISTATS (2016)
Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona
Estimating Causal Direction and Confounding of Two Discrete Variables. CoRR (2016)
Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt
Multi-Level Cause-Effect Systems. CoRR (2015)
Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt
Visual Causal Feature Learning. UAI (2015)
Krzysztof Chalupka, Michael Dickinson, Pietro Perona
Generalized Regressive Motion: a Visual Cue to Collision. CoRR (2015)
Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt
Visual Causal Feature Learning. CoRR (2014)
Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray
A framework for evaluating approximation methods for Gaussian process regression. J. Mach. Learn. Res. 14 (1) (2013)
Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray
A Framework for Evaluating Approximation Methods for Gaussian Process Regression CoRR (2012)