Probability II

Harvard FAS

A second graduate course in Probability: Advanced Martingales, Exchangeability and De-Finetti's Theorem, Brownian motion: construction, properties, path regularity, Strong Markov property, Ito formula, general theory for stochastic processes (existence, continuous modifications), generative modeling using diffusions.