Topological Regularization via Persistence-Sensitive Optimization.

Arnur Nigmetov Aditi S. Krishnapriyan Nicole Sanderson Dmitriy Morozov

Published in: CoRR (2020)

Keyphrases

optimization problems
optimization algorithm
database
global optimization
constrained optimization
stochastic gradient descent
least squares
regularization parameter
discrete optimization
optimization strategies
neural network
optimization method
risk minimization
image restoration and reconstruction