Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air.
Mohammad Mohammadi AmiriDeniz GündüzPublished 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