Finite Sample System Identification: Optimal Rates and the Role of Regularization.

Yue Sun Samet Oymak Maryam Fazel

Published in: L4DC (2020)

Keyphrases

finite sample
sample size
statistical learning theory
optimal solution
nearest neighbor
error bounds
neural network
machine learning
learning tasks