Cut Pursuit: Fast Algorithms to Learn Piecewise Constant Functions.

Loïc Landrieu Guillaume Obozinski

Published in: AISTATS (2016)

Keyphrases

computational cost
computationally efficient
data sets
data structure
orders of magnitude
learning algorithm
optimal solution
high dimensional
markov random field
times faster
linear regression