Project Iceberg
An agglomerate of posts on Statistics, Machine Learning and Deep Learning.
Posts
- Legendre Transformation, Dual Coordinate Systems and Dual Divergence (22 October 2020)
- Euclidean Distance and the Bregman Divergence (21 October 2020)
- A Bit of Theory for Normalizing Flows (10 October 2020)
- Variational Auto-Encoder (7 October 2020)
- Approximate Posteriors and L1 Convergence (6 October 2020)
- The Kullback-Leibler Divergence between two Multivariate Normal Distributions (2 October 2020)
- A Primer on Entropy, Kullback-Leibler Divergence and Mutual Information (29 September 2020)
- Deriving the Evidence Lower Bound (ELBO) (27 September 2020)