Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution.

Yichen Zhou Giles Hooker

Published in: J. Mach. Learn. Res. (2022)

Keyphrases

stochastic gradient
nearest neighbor classifier
stochastic gradient descent
decision trees
grassmann manifold
least squares
step size
objective function
random forests
learning algorithm
multiresolution
distance measure
convergence speed