Training DNNs in O(1) memory with MEM-DFA using Random Matrices.

Tien Chu Kamil Mykitiuk Miron Szewczyk Adam Wiktor Zbigniew Wojna

Published in: CoRR (2020)

Keyphrases

memory requirements
supervised learning
training samples
test set
real time
computer software
training phase
deterministic finite automata
simple examples
limited memory
computing power
training process
regular expressions
singular value decomposition
least squares
training set
feature space
machine learning