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Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution.
Yichen Zhou
Giles Hooker
Published in:
J. Mach. Learn. Res. (2022)
Keyphrases
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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