Bayesian Reinforcement Learning
Publications and Projects
NonparametricVI.jl
A Nonparametric Variational Inference package for Julia language supporting Turing proabilistic programs.
Presentations and Courses
Probabilistic Machine Learning with Julia Course
📆 2024 - 2025, Kharazmi University
Amirabbas Asadi
An applied course on Probabilistic Machine Learning and Bayesian methods using Julia
Probabilistic Programming for Machine Learning
📆 9 Oct 2024, Sharif University of Technology
Amirabbas Asadi
📔 Slides, 🎥 Video lecture
This presentation was a friendly introduction to Probabilistic Programming. We explored how modern inference methods and recent advances in Differentiable Programming can help us unlock the full potential of Bayesian Machine Learning.
About
Amirabbas Asadi
Researcher in Probabilistic Machine Learning
MSc Student in Applied Mathematics
amir.asadi78@sharif.edu