Convergence Rates for Non-Log-Concave Sampling and Log-Partition Estimation.

David Holzmüller Francis Bach

Published in: CoRR (2023)

Keyphrases

convergence rate
learning rate
step size
convergence speed
importance sampling
monte carlo
gaussian kernels
gradient method
primal dual
random sampling
estimation error
mutation operator
numerical stability
maximum likelihood estimation
conjugate gradient
parameter estimation
markov chain