An Optimal Scheduled Learning Rate for a Randomized Kaczmarz Algorithm.
Nicholas F. MarshallOscar MickelinPublished in: SIAM J. Matrix Anal. Appl. (2023)
Keyphrases
- learning rate
- learning algorithm
- dynamic programming
- optimal solution
- worst case
- search space
- high accuracy
- computational complexity
- adaptive learning rate
- np hard
- convergence rate
- simulated annealing
- rapid convergence
- optimization algorithm
- objective function
- convergence theorem
- linear programming
- convergence speed
- error function
- np complete
- special case
- delta bar delta