Faster Convergence of Stochastic Accelerated Gradient Descent under Interpolation.
Aaron MishkinMert PilanciMark SchmidtPublished in: CoRR (2024)
Keyphrases
- faster convergence
- conjugate gradient
- convergence speed
- step size
- global optimum
- cost function
- objective function
- pso algorithm
- global optimization
- linear interpolation
- loss function
- stochastic nature
- image interpolation
- stochastic model
- convergence rate
- interpolation method
- particle swarm optimization
- interpolation methods
- multiresolution
- edge detection
- search algorithm