Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions

no code implementations • 17 Oct 2023 • Guneykan Ozgul, Xiantao Li, Mehrdad Mahdavi, Chunhao Wang

We also incorporate a stochastic gradient oracle that implements the quantum walk operators inexactly by only using mini-batch gradients.