Blogs Under Progress
3 blogs are due by April, 2025
Currently I am learning about 3 major topics and working on their respective blogs. Most probably I will publish them by April, 2025.
Topics are:
- Statistical Mechanics
- Hopfield Network
- Boltzmann Machine
My current goal is to master the literature of object centric learning and compositionality so that I can contribute in this field. This is the reason I chose the above topics and also how I will choose future blog topics.
Future Topics might be:
- RBM
- Topics in Generative models
- Topics in Probabilistic Graphical Models (PGM)
- Disentangled Representation Learning
- And so on…
Fun Fact:
In September 2024, I decided to study Hopfield Network and Boltzmann Machine and on 8th october, 2024, Noble Prize in Physics was announced and it was given to the creators of these two models.