HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization.

Vasco Lopes Luís A. Alexandre

Published in: CoRR (2020)

Keyphrases

markov chain
neural architecture
steady state
finite state
markov process
markov model

stochastic process
transition probabilities
markov processes
random walk
state space

search space
search algorithm
transition matrix
neural network
activation function

probabilistic automata
stationary distribution
feed forward
bayesian networks
learning algorithm