Notes

Softmax Regression and Its Optimization
This article is part of my lecture notes from the Deep Learning Systems course taught by Tianqi Chen and J. Zico Kolter at CMU.
Mar 21, 2024 11 min read Notes
Softmax Regression and Its Optimization
Graph Data Mining Notes — NIPS 2020 Workshop
Notes from the workshop given by Google’s Graph Mining team at NeurIPS 2020.
Mar 14, 2024 12 min read Notes
Workshop Slides
Graph Data Mining Notes — NIPS 2020 Workshop
How Do We Supervise AI Smarter Than Us? | Weak-to-Strong Generalization
AI is growing more capable by the day and in some areas already surpasses us, which makes supervising it increasingly hard. So how do we supervise AI that is stronger than we are?
Dec 15, 2023 3 min read Notes
Paper Blog
How Do We Supervise AI Smarter Than Us? | Weak-to-Strong Generalization
Heuristic Shortest Path Algorithms
An introduction to heuristic shortest-path algorithms.
Dec 5, 2023 13 min read Notes
Heuristic Shortest Path Algorithms
Submodular Functions and Their Optimization
An introduction to submodular functions and submodular optimization.
Nov 28, 2023 5 min read Notes
Submodular Functions and Their Optimization