Connecting Optimization and Regularization Paths.

Arun Sai Suggala Adarsh Prasad Pradeep Ravikumar

Published in: NeurIPS (2018)

Keyphrases

optimization process
optimization algorithm
shortest path
optimization method
global optimization

deterministic annealing
risk minimization
optimization methods
data sets
combinatorial optimization

optimization problems
least squares
constrained optimization
data dependent

optimization model
stochastic gradient descent
learning algorithm
machine learning