A Communication-Efficient Stochastic Gradient Descent Algorithm for Distributed Nonconvex Optimization.
Antai XieXinlei YiXiaofan WangMing CaoXiaoqiang RenPublished in: ICCA (2024)
Keyphrases
- stochastic gradient descent
- stochastic gradient
- optimization algorithm
- objective function
- learning algorithm
- np hard
- cost function
- least squares
- step size
- evolutionary algorithm
- feature selection
- convergence rate
- loss function
- expectation maximization
- worst case
- optimal solution
- monte carlo
- kalman filter
- global optimization
- bayesian framework
- average case
- importance sampling
- support vector machine