Recovering True Classifier Performance in Positive-Unlabeled Learning

2 February 2017

Papers citing "Recovering True Classifier Performance in Positive-Unlabeled Learning"

9 / 9 papers shown

Title
Class-prior Estimation for Learning from Positive and Unlabeled Data M. C. D. Plessis Gang Niu Masashi Sugiyama 64 159 0 05 Nov 2016
Estimating the class prior and posterior from noisy positives and unlabeled data Shantanu Jain Martha White P. Radivojac NoLa 38 122 0 28 Jun 2016
Mixture Proportion Estimation via Kernel Embedding of Distributions H. G. Ramaswamy Clayton Scott Ambuj Tewari 48 198 0 08 Mar 2016
Nonparametric semi-supervised learning of class proportions Shantanu Jain Martha White M. Trosset P. Radivojac 35 59 0 08 Jan 2016
Assessing binary classifiers using only positive and unlabeled data Marc Claesen Jesse Davis F. Smet B. De Moor 43 20 0 26 Apr 2015
Class Proportion Estimation with Application to Multiclass Anomaly Rejection Tyler Sanderson Clayton Scott 44 47 0 21 Jun 2013
Classification with Asymmetric Label Noise: Consistency and Maximal Denoising Gilles Blanchard Marek Flaska G. Handy Sara Pozzi Clayton Scott NoLa 81 243 0 05 Mar 2013
Unachievable Region in Precision-Recall Space and Its Effect on Empirical Evaluation Kendrick Boyd Vítor Santos Costa Jesse Davis David Page UQCV 45 105 0 18 Jun 2012
Sample Selection Bias Correction Theory Corinna Cortes M. Mohri Michael Riley Afshin Rostamizadeh 98 346 0 19 May 2008