probability

Excerpt from our IAEA 2021 poster.

Something in the Way You Move: The Kinematics of Emotion and Beauty

Poster presented at the XXVI Congress of the International Association of Empirical Aesthetics (2021)

SEP 3, 2021
categories: PUBLICATIONS
tags: BLENDER, COMPUTER VISION, DANCE, MOTION CAPTURE, PROBABILITY, SIGNAL PROCESSING, VIDEO

Mathematical derivation of the variational evidence lower bound.

Deriving the Variational ELBO from Bayes’ Theorem

Succint, direct and comprehensive derivation with interpretation

AUG 10, 2021
categories: PROOFS
tags: INTERPRETABILITY, MACHINE LEARNING, PROBABILITY, PROOF, VAE

Main theorem: factorization of the normal distribution into 2 normals.

Factorization of a Multivariate Normal Distribution

A mathematical proof and brief explanation

DEC 10, 2019
categories: PROOFS
tags: ALGEBRA, PROBABILITY, PROOF