Probability

• Probability Transformation | (pdf)

Deep Learning

• Optimization Objectives | (pdf)

Deep Generative Modeling

• Variational Autoencoders | (pdf)
• Generative Adversarial Networks | (pdf)
• Energy Based Models | (pdf)

Physics

• Special Theory of Relativity (draft)