Probability

Index

• Joint distributions
• Independence
• Kernels
• Conditioning
• Densities
• Convergence
• Inequalities
• Exponential family
• Entropies
• Discrepancies

Bibliography

• Visual Information Theory (2015). Chris Olah. Link
• Notes on Kullback-Leibler Divergence and Likelihood (2014). Jonathon Shlens. Link
• The Exponential Family (2015). David M. Blei. Link
• The Exponential Family: Basics (n.d.). Michael I. Jordan. Link
• High-Dimensional Probability, 2nd Edition (2023). Roman Vershynin. Link
• Distances, divergences, statistical divergences and diversities (n.d.). Frank Nielsen. Link
• Statistical distances: Metrics, contrasts, divergences and other ways of quantifying how similar are two randomnesses (n.d.). Dan McKinlay. Link