These notes are mainly for my self-reference. Use them with caution!
Introduction to Machine Learning
Arithmetic Duality for Norms
Convex Analysis, Duality, and Optimization
Note on a Concavity Theorem of Lieb
Online Learning and Optimization
The Proximity Operator
The Differentiability of the Upper Envelope
Various Notions of Compactness