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Surrogate regret bounds for bipartite ranking via strongly proper losses.
Shivani Agarwal
Published in:
J. Mach. Learn. Res. (2014)
Keyphrases
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regret bounds
bipartite ranking
lower bound
online learning
linear regression
uniform convergence
pairwise
binary classification
upper bound
ranking algorithm
special case
ranking functions
high dimensional
least squares
convergence rate