conftrace_

statistical consistency

59 papers

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Co-occurring keywords · papers mentioning both

reproducing kernel hilbert space (5) surrogate loss (5) statistical learning (5) binary classification (4) structured prediction (4) density estimation (3) generalization bound (3) latent variable (3) loss function (3) learning theory (3)

Papers

More data means less inference: A pseudo-max approach to structured learning NeurIPS 2010 Nearest Neighbor Clustering: A Baseline Method for Consistent Clustering with Arbitrary Objective Functions JMLR 2009 Statistical Consistency of Top-k Ranking NeurIPS 2009 Catching Up Faster in Bayesian Model Selection and Model Averaging NeurIPS 2007 Consistent Minimization of Clustering Objective Functions NeurIPS 2007 On the Consistency of Multiclass Classification Methods JMLR 2007 Statistical Consistency of Kernel Canonical Correlation Analysis JMLR 2007 AdaBoost is Consistent NeurIPS 2006 Statistical Analysis of Some Multi-Category Large Margin Classification Methods JMLR 2004