Optimal learning rate schedules in high-dimensional non-convex optimization problems.
Stéphane d'AscoliMaria RefinettiGiulio BiroliPublished in: CoRR (2022)
Keyphrases
- learning rate
- high dimensional
- convex optimization problems
- learning algorithm
- convex optimization
- convergence rate
- rapid convergence
- adaptive learning rate
- low dimensional
- convergence speed
- optimal solution
- learning problems
- primal dual
- dimensionality reduction
- delta bar delta
- high dimensional data
- optimization problems
- knn
- evolutionary algorithm
- feature space