Soft-Sign Stochastic Gradient Descent Algorithm for Wireless Federated Learning.
Seunghoon LeeChanho ParkSong-Nam HongYonina C. EldarNamyoon LeePublished in: SPAWC (2021)
Keyphrases
- stochastic gradient descent
- learning algorithm
- cost function
- online algorithms
- least squares
- optimization algorithm
- step size
- reinforcement learning
- worst case
- objective function
- learning models
- incremental learning
- expectation maximization
- learning problems
- machine learning
- average case
- convex hull
- closed form
- monte carlo
- loss function
- em algorithm
- supervised learning
- upper bound
- support vector machine
- np hard
- recommender systems
- optimal solution