Tag: statistics

All the articles with the tag "statistics".

• FMMI: Estimating Mutual Information with Flow Matching

  14 Nov, 2025

  A presentation of a method that estimates Mutual Information by learning a probability flow between independence and the true joint distribution. Using Flow Matching and a divergence-based identity, MI becomes a simple expectation that we compute with a neural velocity field. A small experiment illustrates the approach and confirms its accuracy.