Theory

Introduction to Optimal Transport
Jinen Setpal
Apr 10, 2025
Slides Video (1/2) Video (2/2)
Average Gradient Outer Product as a Mechanism for Deep Neural Collapse
Jinen Setpal
Oct 24, 2024
Slides Video (1/2) Video (2/2)
Direct Preference Optimization
Jinen Setpal
Mar 28, 2024
Slides Video
Mechanistic Interpretability (Mathematical Framework for Transformer Circuits & Monosemanticity)
Jinen Setpal
Feb 8, 2024
Slides Video (1/2) Video (2/2)
Out-of-Distribution Generalization via Risk Extrapolation
Jinen Setpal
Mar 28, 2023
Slides Video
Group Transformation Invariance
Jinen Setpal
Feb 21, 2023
Slides Video
Groups, Rings & Fields
Jinen Setpal
Jan 17, 2023
Video