Global optimality of Elman-type RNNs in the mean-field regime.

Andrea Agazzi Jianfeng Lu Sayan Mukherjee

Published in: ICML (2023)

Keyphrases

recurrent neural networks
global optimality
deterministic annealing
globally optimal
recurrent networks
global optimization
neural network
objective function
theoretical guarantees
feed forward
semidefinite
artificial neural networks
markov random field
graph cuts
em algorithm
free energy