Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air.

Mohammad Mohammadi Amiri Deniz Gündüz

Published in: ISIT (2019)

Keyphrases

stochastic gradient descent
machine learning
loss function
support vector machine
matrix factorization

least squares
step size
machine learning algorithms
model selection
active learning

computer vision
machine learning methods
feature selection
random forests
supervised learning

knn
decision trees
learning problems
multiple kernel learning
learning algorithm