Andreas Munk

Andreas Munk, researcher and entrepreneur in probabilistic programming who co-founded Evara and helped build PyProb. He discusses bridging deep learning with probabilistic programming. He explains inference compilation and amortized inference. He describes probabilistic surrogate networks for costly simulators. He demos embedding Bayesian workflows into Excel for practical decision-making.