HMCNAS: Neural Architecture Search using Hidden Markov Chains and Bayesian Optimization.
Vasco LopesLuís A. AlexandrePublished 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