Principled analytic classifier for positive-unlabeled learning via
weighted integral probability metric

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Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric

28 January 2019

Wonyoung Hedge Kim

Masashi Sugiyama

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Papers citing "Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric"

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Title
BOCK : Bayesian Optimization with Cylindrical Kernels Changyong Oh E. Gavves Max Welling 56 136 0 05 Jun 2018
Wasserstein Auto-Encoders Ilya O. Tolstikhin Olivier Bousquet Sylvain Gelly B. Schölkopf DRL 122 1,057 0 05 Nov 2017
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation Hongliang Yan Yukang Ding P. Li Qilong Wang Yong-mei Xu W. Zuo 91 574 0 01 May 2017
Positive-Unlabeled Learning with Non-Negative Risk Estimator Ryuichi Kiryo Gang Niu M. C. D. Plessis Masashi Sugiyama 71 476 0 02 Mar 2017
Class-prior Estimation for Learning from Positive and Unlabeled Data M. C. D. Plessis Gang Niu Masashi Sugiyama 76 160 0 05 Nov 2016
Efficient Training for Positive Unlabeled Learning Emanuele Sansone F. D. De Natale Zhi Zhou 49 67 0 24 Aug 2016
Estimating the class prior and posterior from noisy positives and unlabeled data Shantanu Jain Martha White P. Radivojac NoLa 52 122 0 28 Jun 2016
Theoretical Comparisons of Positive-Unlabeled Learning against Positive-Negative Learning Gang Niu M. C. D. Plessis Tomoya Sakai Yao Ma Masashi Sugiyama 69 127 0 10 Mar 2016
Mixture Proportion Estimation via Kernel Embedding of Distributions H. G. Ramaswamy Clayton Scott Ambuj Tewari 56 198 0 08 Mar 2016
Loss factorization, weakly supervised learning and label noise robustness Giorgio Patrini Frank Nielsen Richard Nock M. Carioni NoLa 155 113 0 08 Feb 2016
Classification with Asymmetric Label Noise: Consistency and Maximal Denoising Gilles Blanchard Marek Flaska G. Handy Sara Pozzi Clayton Scott NoLa 91 244 0 05 Mar 2013
Agnostic Learning of Monomials by Halfspaces is Hard Vitaly Feldman V. Guruswami P. Raghavendra Yi Wu 96 157 0 03 Dec 2010
Universality, Characteristic Kernels and RKHS Embedding of Measures Bharath K. Sriperumbudur Kenji Fukumizu Gert R. G. Lanckriet 224 530 0 03 Mar 2010
Hilbert space embeddings and metrics on probability measures Bharath K. Sriperumbudur Arthur Gretton Kenji Fukumizu Bernhard Schölkopf Gert R. G. Lanckriet 217 745 0 30 Jul 2009
Fast learning rates for plug-in classifiers Jean-Yves Audibert Alexandre B. Tsybakov 569 465 0 17 Aug 2007