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Optimization of the quantile criterion for the convex loss function by a stochastic quasigradient algorithm.
Andrey I. Kibzun
Evgeniy Matveev
Published in:
Ann. Oper. Res. (2012)
Keyphrases
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loss function
risk minimization
learning algorithm
convex hull
hinge loss
optimal solution
objective function
linear programming
convergence rate
boosting algorithms
solution path
cost function
multi class
optimization problems
convex relaxation