Unified Convergence Theory of Stochastic and Variance-Reduced Cubic Newton Methods.

El Mahdi Chayti Nikita Doikov Martin Jaggi

Published in: CoRR (2023)

Keyphrases

theoretical basis
stochastic approximation
theoretical framework
monte carlo
trade off
convergence rate
stochastic optimization
databases
neural network
objective function
computational model
correlation coefficient
formal theory