conftrace_

finite sample error bounds

3 papers

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Co-occurring keywords

nonparametric classification (14) sampling method (109) error bound (88) unlabeled datum (120) finite sample bound (12) low-discrepancy sequence (4) quadratically constrained quadratic program (7) margin regularization (2) learning performance (3) error convergence rates (1)

Papers

Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NIPS 2017
A Bayes consistent 1-NN classifier AISTATS 2015
Unlabeled data: Now it helps, now it doesn't NIPS 2008