Bounded Rationality

The Logic Behind the Maximum Entropy Principle

Iterative Summarization using LLMs

A Look at The First Place Solution of a Dermatology Classification Kaggle Competition

LLM Fun: Building a Q&A Bot of Myself

Bayesian Learning via Stochastic Gradient Langevin Dynamics and Bayes by Backprop

An Introduction to Stochastic Calculus

Normalizing Flows with Real NVP

Hamiltonian Monte Carlo

Lossless Compression with Latent Variable Models using Bits-Back Coding

Lossless Compression with Asymmetric Numeral Systems