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. ...

October 7, 2022 · 10 min · Trung H. Nguyen

CMA Evolution Strategy

Notes on CMA - Evolution Strategy. ...

September 14, 2022 · 8 min · Trung H. Nguyen

Linear Models

Notes on using linear models in regression and classification. ...

August 13, 2022 · 32 min · Trung H. Nguyen

The Exponential Family, Generalized Linear Models

Notes on Exponential Family & Generalized Linear Models. ...

April 4, 2022 · 14 min · Trung H. Nguyen