Trend-Smooth: Accelerate Asynchronous SGD by Smoothing Parameters Using Parameter Trends.
Guoxin CuiJiafeng GuoYixing FanYanyan LanXueqi ChengPublished in: IEEE Access (2019)
Keyphrases
- parameter values
- input parameters
- parameter settings
- trend detection
- parameter space
- parameter set
- design parameters
- optimal parameters
- parameter tuning
- control parameters
- regularization parameter
- dirichlet prior
- maximum likelihood
- network parameters
- trend analysis
- parameter estimation
- smoothing parameter
- parameter adjustment
- single parameter
- feature selection
- stochastic gradient descent
- linear model
- sensitivity analysis
- em algorithm
- expectation maximization
- least squares
- decision trees