Causal Representation Learning in Temporal Data via Single-Parent Decoding

Philippe Brouillard, Sébastien Lachapelle, Julia Kaltenborn +6

Scientific research often seeks to understand the causal structure underlying high-level variables in a system. For example, climate scientists study how phenomena, such as El Niñ…