A Distributed Quasi-Newton Algorithm for Empirical Risk Minimization with Nonsmooth Regularization.

Ching-pei Lee Cong Han Lim Stephen J. Wright

Published in: KDD (2018)

Keyphrases

empirical risk minimization
learning algorithm
cost function
newton method
np hard
least squares
worst case
simulated annealing
optimization algorithm
convergence rate
quasi newton
objective function
active learning
supervised learning
linear programming
optimization method
neural network