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

Krzysztof Chalupka, Tobias Bischoff, Pietro Perona +1

We show that the climate phenomena of El Nino and La Nina arise naturally as states of macro-variables when our recent causal feature learning framework (Chalupka 2015, Chalupka 20…