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Positive-Unlabeled Learning with Non-Negative Risk Estimator

2 March 2017

Papers citing "Positive-Unlabeled Learning with Non-Negative Risk Estimator"

28 / 128 papers shown

Title
Stochastic Optimization for Non-convex Inf-Projection Problems Yan Yan Yi Tian Xu Lijun Zhang Xiaoyu Wang Tianbao Yang 39 3 0 26 Aug 2019
Addressing Delayed Feedback for Continuous Training with Neural Networks in CTR prediction S. Ktena Alykhan Tejani Lucas Theis Pranay K. Myana D. Dilipkumar Ferenc Huszár Steven Yoo Wenzhe Shi NoLa 94 53 0 15 Jul 2019
Off-Policy Evaluation via Off-Policy Classification A. Irpan Kanishka Rao Konstantinos Bousmalis Chris Harris Julian Ibarz Sergey Levine OffRL 100 50 0 04 Jun 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Minlong Peng Xiaoyu Xing Qi Zhang Jinlan Fu Xuanjing Huang 100 103 0 04 Jun 2019
A Variational Approach for Learning from Positive and Unlabeled Data Hui Chen Fangqing Liu Yin Wang Liyue Zhao Hao Wu 73 4 0 03 Jun 2019
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images Anirban Santara Jayeeta Datta S. Sarkar Ankur Garg K. Padia Pabitra Mitra 49 1 0 09 Apr 2019
Generative-Discriminative Complementary Learning Yanwu Xu Biwei Huang Junxiang Chen Tongliang Liu Kun Zhang Kayhan Batmanghelich GAN 72 38 0 02 Apr 2019
Noise-tolerant fair classification A. Lamy Ziyuan Zhong A. Menon Nakul Verma NoLa 96 77 0 30 Jan 2019
Principled analytic classifier for positive-unlabeled learning via weighted integral probability metric Yongchan Kwon Wonyoung Hedge Kim Masashi Sugiyama M. Paik 66 8 0 28 Jan 2019
Imitation Learning from Imperfect Demonstration Yueh-hua Wu Nontawat Charoenphakdee Han Bao Voot Tangkaratt Masashi Sugiyama 82 162 0 27 Jan 2019
On Symmetric Losses for Learning from Corrupted Labels Nontawat Charoenphakdee Jongyeong Lee Masashi Sugiyama NoLa 107 105 0 27 Jan 2019
How does Disagreement Help Generalization against Label Corruption? Xingrui Yu Bo Han Jiangchao Yao Gang Niu Ivor W. Tsang Masashi Sugiyama NoLa 103 790 0 14 Jan 2019
Stochastic Optimization for DC Functions and Non-smooth Non-convex Regularizers with Non-asymptotic Convergence Yi Tian Xu Qi Qi Qihang Lin Rong Jin Tianbao Yang 89 42 0 28 Nov 2018
Learning from positive and unlabeled data: a survey Jessa Bekker Jesse Davis 102 569 0 12 Nov 2018
Complementary-Label Learning for Arbitrary Losses and Models Takashi Ishida Gang Niu A. Menon Masashi Sugiyama VLM 106 113 0 10 Oct 2018
Classification from Positive, Unlabeled and Biased Negative Data Yu-Guan Hsieh Gang Niu Masashi Sugiyama 66 80 0 01 Oct 2018
SIGUA: Forgetting May Make Learning with Noisy Labels More Robust Bo Han Gang Niu Xingrui Yu Quanming Yao Miao Xu Ivor Tsang Masashi Sugiyama NoLa 46 7 0 28 Sep 2018
Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error Nontawat Charoenphakdee Masashi Sugiyama 78 11 0 19 Sep 2018
Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data Jessa Bekker Pieter Robberechts Jesse Davis 127 84 0 10 Sep 2018
On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data Nan Lu Gang Niu A. Menon Masashi Sugiyama MQ 113 88 0 31 Aug 2018
Iterative multi-path tracking for video and volume segmentation with sparse point supervision Laurent Lejeune Jan Grossrieder Raphael Sznitman VOS 57 11 0 27 Aug 2018
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels Bo Han Quanming Yao Xingrui Yu Gang Niu Miao Xu Weihua Hu Ivor Tsang Masashi Sugiyama NoLa 211 2,091 0 18 Apr 2018
Positive-unlabeled convolutional neural networks for particle picking in cryo-electron micrographs Tristan Bepler Andrew Morin J. Brasch L. Shapiro A. Noble Bonnie Berger 65 821 0 22 Mar 2018
Classification from Pairwise Similarity and Unlabeled Data Han Bao Gang Niu Masashi Sugiyama 262 89 0 12 Feb 2018
Binary Classification from Positive-Confidence Data Takashi Ishida Gang Niu Masashi Sugiyama 102 58 0 19 Oct 2017
Information-Theoretic Representation Learning for Positive-Unlabeled Classification Tomoya Sakai Gang Niu Masashi Sugiyama 62 2 0 15 Oct 2017
Learning from Complementary Labels Takashi Ishida Gang Niu Weihua Hu Masashi Sugiyama 72 168 0 22 May 2017
Semi-Supervised Classification Based on Classification from Positive and Unlabeled Data Tomoya Sakai M. C. D. Plessis Gang Niu Masashi Sugiyama 86 5 0 23 May 2016