Sampling matters: SGD smoothing through importance sampling.

Luca Zancato Alessandro Chiuso

Published in: CDC (2022)

Keyphrases

importance sampling
stochastic gradient descent
monte carlo
stochastic sampling
markov chain
kalman filter
markov chain monte carlo
particle filter
approximate inference
particle filtering
proposal distribution
state space
graphical models
level set
sequential monte carlo