
Machine Learning Compilation Glossary
June 2025
An incomplete glossary of machine learning compilation terms, touching on TensorFlow and NVIDIA/GPU terminology, compilation processes, and optimization strategies.

Prioritized Training with Reducible Holdout Loss
October 2022
Intuition on the curriculum learning technique from "Prioritized Training on Points that are Learnable, Worth Learning, and Not Yet Learnt"


ArticleRank
September 2019
An explanation of PageRank biases and shortcomings on citation graphs, and a useful variant called ArticleRank
PageRank
September 2019
An introduction to PageRank, an algorithm to determine the importance of nodes in a directed graph. This post tries to build an intuition about the random surger model and draw some connections to linear algebra.