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03/03/2020
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications
Trained on large datasets, deep learning (DL) can accurately classify vi...
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04/08/2018
Fast Conditional Independence Test for Vector Variables with Large Sample Sizes
We present and evaluate the Fast (conditional) Independence Test (FIT) -...
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02/08/2017
Causal Regularization
In application domains such as healthcare, we want accurate predictive m...
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11/04/2016
Estimating Causal Direction and Confounding of Two Discrete Variables
We propose a method to classify the causal relationship between two disc...
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05/30/2016
Unsupervised Discovery of El Nino Using Causal Feature Learning on Microlevel Climate Data
We show that the climate phenomena of El Nino and La Nina arise naturall...
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12/25/2015
Multi-Level Cause-Effect Systems
We present a domain-general account of causation that applies to setting...
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12/07/2014
Visual Causal Feature Learning
We provide a rigorous definition of the visual cause of a behavior that ...
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05/29/2012
