Naoufal El Bekri

Time Changed Normalizing Flows for Accurate SDE Modeling

The generative paradigm has become increasingly important in machine learning and deep slearning models. Among popular generative models are normalizing flows, which enable exact likelihood estimation by transforming a base distribution through diffeomorphic transformations. Extending the normalizin…