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Risk optimization using the Chernoff bound and stochastic gradient descent.
André Gustavo Carlon
Henrique Machado Kroetz
André Jacomel Torii
Rafael Holdorf Lopez
Leandro Fleck Fadel Miguel
Published in:
Reliab. Eng. Syst. Saf. (2022)
Keyphrases
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stochastic gradient descent
stochastic gradient
least squares
loss function
matrix factorization
step size
random forests
support vector machine
regularization parameter
upper bound
online algorithms
lower bound
weight vector
active learning
worst case
collaborative filtering
feature space
importance sampling