Data Science Under the Hood - Normalizing Flows, Transport Maps and Invertible Neural Networks

The QUT Centre for Data Science's Dr Robert Salomone shows off the power and mathematical appeal of normalizing flows for density estimation, unsupervised learning, and data generation.

Rob's course on deep probabilistic models, as mentioned in the seminar, is available here:
https://robsalomone.com/course-deep-probabilistic-models/

Видео Data Science Under the Hood - Normalizing Flows, Transport Maps and Invertible Neural Networks канала Australian Data Science Network