Resources

Must Reads

Disclaimer: this pages contains some old links collected over time and is by no means complete/up-to-date in partidcular areas.

Math for ML

Scaling & Alignment

Phase Transitions in AI

Adversarial Robustness

Federated Learning

Continual Learning

OoD Generalization

Generalization and Scaling Laws

Self-Supervised Learning

Deep Learning Basics

Neuro-AI: AI 4 Neuro & Neuro 4 AI

Systems AI

Math Visualization