GAN
Notes on Generative Adversarial Networks. ...
Machine-Learning
Read-through: Probabilistic Graphical Models - Learning
Read-through: Probabilistic Graphical Models - Inference
Categorical Reparameterization with Gumbel-Softmax & Concrete Distribution
Notes on using Gumbel-Softmax & Concrete Distribution in Categorical sampling ...
Read-through: Probabilistic Graphical Models - Representation
Natural Evolution Strategies
Natural Evolution Strategies, or NES, are referred to a family of evolution strategies that throughout its generations update a search distribution repeatedly using an estimated gradient of its distribution parameters. ...
CMA Evolution Strategy
Notes on CMA - Evolution Strategy. ...