Project Iceberg
An agglomerate of posts on Statistics, Machine Learning and Deep Learning.
About Me
Posts
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)