CAREER: Pushing the Frontiers of Sampling and Inference
Description preview
Probability distributions fruitfully model phenomena in all areas of science and engineering. In the modern age of large-scale computing and "big data", these distributions are incredibly complex and high-dimensional. Sampling is a universal algorithmic primitive used to manipulate and understand such probability distributions. The key challenge…
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