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Showing 2012 · cs.LGShow all
2 papers · 2 filters
cs.LG2012★ 1 cited
The Convexity and Design of Composite Multiclass Losses
Mark Reid, Robert Williamson, Peng Sun
We consider composite loss functions for multiclass prediction comprising a proper (i.e., Fisher-consistent) loss over probability distributions and an inverse link function. We es…
cs.LG2012★ 37 cited
Max-Margin Nonparametric Latent Feature Models for Link Prediction
Jun Zhu
We present a max-margin nonparametric latent feature model, which unites the ideas of max-margin learning and Bayesian nonparametrics to discover discriminative latent features for…