Krzysztof Chalupka

According to our database, Krzysztof Chalupka authored at least 9 papers between 2013 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Rethinking Zero-Shot Video Classification: End-to-End Training for Realistic Applications.

Biagio Brattoli, Joseph Tighe, Fedor Zhdanov, Pietro Perona, Krzysztof Chalupka

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2018

Fast Conditional Independence Test for Vector Variables with Large Sample Sizes.

Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt

CoRR, 2018

2017

Causal Regularization.

Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi, Robert Chen, Walter F. Stewart, Jimeng Sun

CoRR, 2017

2016

Estimating Causal Direction and Confounding of Two Discrete Variables.

Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona

CoRR, 2016

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

Krzysztof Chalupka, Tobias Bischoff, Frederick Eberhardt, Pietro Perona

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Multi-Level Cause-Effect Systems.

Krzysztof Chalupka, Frederick Eberhardt, Pietro Perona

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Generalized Regressive Motion: a Visual Cue to Collision.

Krzysztof Chalupka, Michael Dickinson, Pietro Perona

CoRR, 2015

Visual Causal Feature Learning.

Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

2013

A framework for evaluating approximation methods for Gaussian process regression.

Krzysztof Chalupka, Christopher K. I. Williams, Iain Murray

J. Mach. Learn. Res., 2013