quanghuy0497's blog

Multi-objective Optimization

July 12th, 2023

A brief introduction for the multi-objective optimization problem along with challenges and basic methods.


Bayesian Optimization

December 12th, 2022

A brief introduction of Bayesian optimization for black-box optimization with Gaussian Process and acquisition functions.


Bayesian Network

November 29th, 2022

A gentle introduction to Bayesian Network.


Introduction to Probability - Part 2

September 28th, 2022

Mathematic concepts for probabilistic Machine Learning.


Introduction to Probability - Part 1

September 8th, 2022

Introduction to Statistic, Probability, and Distributions.