QuantumAlgorithmsforSamplingLog-Concave DistributionsandEstimatingNormalizingConstants

Neural Information Processing Systems 

Given a convex function f: Rd R, the problem of sampling from a distribution e f(x) is called log-concave sampling. This task has wide applications in machine learning, physics, statistics, etc.

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