Mathematics

Deep Learning for Natural Language: Transformers, Self-Supervised Learning

What is Statistical Significance? Clinical Trials Explained

Generative AI: Text-to-Image Models

Combinatorics and Geometry of Fundamental Physics and Cosmology

Lecture 10: Continuous Functions; Exponential Function (cont.)

Partially Hyperbolic Actions of Semisimple Lie Groups

Tutorial Session: Review of Q-Learning

The Balog-Szemeredi-Gowers Theorem

Introduction to Real Numbers (cont.)

Tail Bounds

A Primer on Self-Dual Theories (Part 1)

Extreme and Intermediate Value Theorem; Metric Spaces

Lecture 24: Stochastic Calculus

Sharp Projection Theorems, Part 1: Introduction and Beck's Theorem

Review for 18.100B Real Analysis Midterm

Convergence Tests for Series; Power Series

Lecture 18: Integrable Functions

Lecture 6: Cauchy Convergence Theorem

G-functions and Holonomy Bounds

Derivatives; Laws for Differentiation

A Hologram of Super Yang-Mills at Weak Coupling

Stochastic Processes I (cont.); Regression Analysis

Morse Theory, Sheaves, and Locally Conformally Symplectic Geometry

Integrals and Derivatives under Uniform Convergence