STORM+: Fully Adaptive SGD with Momentum for Nonconvex Optimization.
Kfir Y. LevyAli KavisVolkan CevherPublished in: CoRR (2021)
Keyphrases
- global optimization
- optimization problems
- stochastic gradient
- stochastic gradient descent
- nonlinear programming
- optimization algorithm
- constrained optimization
- image restoration and reconstruction
- lagrange multipliers
- optimization methods
- optimization model
- optimization process
- neural network
- convex optimization
- optimization method
- short term
- objective function
- machine learning