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searching for Hinge loss 5 found (25 total)

alternate case: hinge loss

Probabilistic soft logic (2,043 words) [view diff] no match in snippet view article find links to article

defines belongs to a special class of Markov random field known as a Hinge-Loss Markov Field (HL-MRF). An HL-MRF determines a density function over a

Link prediction (2,415 words) [view diff] no match in snippet view article find links to article

Probabilistic soft logic (PSL) is a probabilistic graphical model over hinge-loss Markov random field (HL-MRF). HL-MRFs are created by a set of templated

Learning to rank (3,789 words) [view diff] exact match in snippet view article find links to article

optimize a linear combination of a pointwise quadratic loss and a pairwise hinge loss from Ranking SVM. 2014 LCR 2 pairwise Applied local low-rank assumption

Collective classification (2,312 words) [view diff] no match in snippet view article find links to article

Bach, Stephen; Broecheler, Matthias; Huang, Bert; Getoor, Lise (2017). "Hinge-Loss Markov Random Fields and Probabilistic Soft Logic". Journal of Machine

Multiple kernel learning (2,652 words) [view diff] exact match in snippet view article find links to article

is typically the square loss function (Tikhonov regularization) or the hinge loss function (for SVM algorithms), and R{\displaystyle R} is usually an ℓn{\displaystyle