Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air.
Mohammad Mohammadi AmiriDeniz GündüzPublished in: IEEE Trans. Signal Process. (2020)
Keyphrases
- stochastic gradient descent
- machine learning
- matrix factorization
- step size
- least squares
- loss function
- support vector machine
- random forests
- computer vision
- decision trees
- text classification
- learning tasks
- weight vector
- supervised learning
- machine learning methods
- kernel methods
- learning problems
- knn
- cost function
- reinforcement learning
- regularization parameter
- multiple kernel learning