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classification error

38 papers

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Co-occurring keywords

error bound (88) learning theory (519) pac learning (283) generalization bound (652) convergence rate (607) exponential convergence (28) error analysis (160) surrogate loss (94) halfspace learning (30) distribution shift (722)

Papers

To Tune or Not to Tune the Number of Trees in Random Forest JMLR 2018
Minimax Gaussian Classification & Clustering AISTATS 2017
A Framework for Automated Marmoset Vocalization Detection and Classification INTERSPEECH 2016
Supervised Learning with Tensor Networks NIPS 2016
Computational Complexity of Linear Large Margin Classification With Ramp Loss AISTATS 2015
Understanding Classifier Errors by Examining Influential Neighbors CVPR 2015
Multivariate f-divergence Estimation With Confidence NIPS 2014
Adaptive dropout for training deep neural networks NIPS 2013
Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs NIPS 2012
Error bounds for Kernel Fisher Linear Discriminant in Gaussian Hilbert space AISTATS 2012
An Error Bound Based on a Worst Likely Assignment JMLR 2008
Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation JMLR 2006
Statistical Analysis of Some Multi-Category Large Margin Classification Methods JMLR 2004