We develop new methods and algorithms for coping with uncertainty in artificial intelligence, focusing in particular on approximate Bayesian inference of probabilistic programs. We also solve ...
The research themes of the Department cover machine learning and algorithms, computer networks and distributed systems ... optimization and Bayesian inference, with many trailblazing applications in ...
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