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gradient estimation of probabilistic programs, implicit function differentiation, compositional Bayesian inference techniques); giving mathematical proofs of their correctness and efficiency; building state
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) Development and functional diversity of innate lymphoid cells Nikola Surjanovic Doctor of Philosophy in Statistics (PhD) Scalable Bayesian Methods for Sampling From Complex Probability Distributions Julia
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, adversarial attacks, and Bayesian neural networks. Excellent analytical, technical, and problem-solving skills Excellent programming skills in Python and PyTorch including fundamental software engineering
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