Disentangled Representations

Olivier shares his journey from economics to machine learning and discusses his work on disentangled representations at Google Brain. He explains how these representations can capture distinct factors of variation in high-dimensional data, such as images. Through a large-scale study of over 10,000 models, surprising insights emerged regarding the effectiveness of various approaches in unsupervised learning.