Accelerating Adaptive Cubic Regularization of Newton's Method via Random Sampling.

Xi Chen Bo Jiang Tianyi Lin Shuzhong Zhang

Published in: J. Mach. Learn. Res. (2022)

Keyphrases

random sampling
theoretical analysis
reconstruction method
adaptive sampling
probabilistic model
learning algorithm
data structure
active learning
sample size
hyperparameters
sampling algorithm