A CUSUM-Based Approach for the Dynamic Step-Size Selection Problem in Primal-Based Distributed Optimization Algorithms.
Behdad AminianDamiano VaragnoloPublished in: SMC (2023)
Keyphrases
- step size
- optimization problems
- convergence rate
- optimization algorithm
- computational complexity
- cost function
- objective function
- stochastic gradient descent
- steepest descent method
- learning algorithm
- global convergence
- optimization methods
- convergence speed
- simulated annealing
- least squares
- multiresolution
- face recognition