conftrace_

error bound

88 papers

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Co-occurring keywords

convex optimization (1321) learning theory (519) kernel methods (1097) neural network (6616) convergence rate (607) classification error (38) active learning (1301) finite sample bound (12) lower bound (173) iteration complexity (70)

Papers

Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NIPS 2013
Selective Labeling via Error Bound Minimization NIPS 2012
Error bounds for Kernel Fisher Linear Discriminant in Gaussian Hilbert space AISTATS 2012
Stick-Breaking Beta Processes and the Poisson Process AISTATS 2012
Error Analysis of Laplacian Eigenmaps for Semi-supervised Learning AISTATS 2011
On the accuracy of l1-filtering of signals with block-sparse structure NIPS 2011
MAS: a multiplicative approximation scheme for probabilistic inference NIPS 2008
An Error Bound Based on a Worst Likely Assignment JMLR 2008
Unlabeled data: Now it helps, now it doesn't NIPS 2008
Accurate Error Bounds for the Eigenvalues of the Kernel Matrix JMLR 2006
Multiclass Boosting for Weak Classifiers JMLR 2005
Loopy Belief Propagation: Convergence and Effects of Message Errors JMLR 2005
Machine Learning with Data Dependent Hypothesis Classes JMLR 2002