Positive-Unlabeled Learning with Non-Negative Risk Estimator

2 March 2017

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

20 / 70 papers shown

Title
Offline Learning from Demonstrations and Unlabeled Experience Konrad Zolna Alexander Novikov Ksenia Konyushkova Çağlar Gülçehre Ziyun Wang Y. Aytar Misha Denil Nando de Freitas Scott E. Reed SSL OffRL 32 66 0 27 Nov 2020
A Survey of Label-noise Representation Learning: Past, Present and Future Bo Han Quanming Yao Tongliang Liu Gang Niu Ivor W. Tsang James T. Kwok Masashi Sugiyama NoLa 24 158 0 09 Nov 2020
Binary classification with ambiguous training data Naoya Otani Yosuke Otsubo Tetsuya Koike Masashi Sugiyama CVBM 6 6 0 05 Nov 2020
Classification with Rejection Based on Cost-sensitive Classification Nontawat Charoenphakdee Zhenghang Cui Yivan Zhang Masashi Sugiyama 68 64 0 22 Oct 2020
Pointwise Binary Classification with Pairwise Confidence Comparisons Lei Feng Senlin Shu Nan Lu Bo Han Miao Xu Gang Niu Bo An Masashi Sugiyama 30 21 0 05 Oct 2020
Kernel Based Progressive Distillation for Adder Neural Networks Yixing Xu Chang Xu Xinghao Chen Wei Zhang Chunjing Xu Yunhe Wang 33 47 0 28 Sep 2020
Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering Jingtao Ding Yuhan Quan Quanming Yao Yong Li Depeng Jin 11 21 0 07 Sep 2020
Learning from a Complementary-label Source Domain: Theory and Algorithms Yiyang Zhang Feng Liu Zhen Fang Bo Yuan Guangquan Zhang Jie Lu 28 70 0 04 Aug 2020
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 313 498 0 05 Mar 2020
Object Detection as a Positive-Unlabeled Problem Yuewei Yang Kevin J Liang Lawrence Carin 19 37 0 11 Feb 2020
On Positive-Unlabeled Classification in GAN Tianyu Guo Chang Xu Jiajun Huang Yunhe Wang Boxin Shi Chao Xu Dacheng Tao GAN 16 35 0 04 Feb 2020
Learning with Multiple Complementary Labels Lei Feng Takuo Kaneko Bo Han Gang Niu Bo An Masashi Sugiyama 18 92 0 30 Dec 2019
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images Anirban Santara Jayeeta Datta S. Sarkar Ankur Garg K. Padia Pabitra Mitra 19 1 0 09 Apr 2019
Autoencoding Binary Classifiers for Supervised Anomaly Detection Yuki Yamanaka Tomoharu Iwata Hiroshi Takahashi Masanori Yamada Sekitoshi Kanai 6 38 0 26 Mar 2019
Stochastic Optimization for DC Functions and Non-smooth Non-convex Regularizers with Non-asymptotic Convergence Yi Tian Xu Qi Qi Qihang Lin R. L. Jin Tianbao Yang 35 40 0 28 Nov 2018
Classification from Positive, Unlabeled and Biased Negative Data Yu-Guan Hsieh Gang Niu Masashi Sugiyama 14 79 0 01 Oct 2018
On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data Nan Lu Gang Niu A. Menon Masashi Sugiyama MQ 30 85 0 31 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 35 2,027 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 22 752 0 22 Mar 2018
Binary Classification from Positive-Confidence Data Takashi Ishida Gang Niu Masashi Sugiyama 30 56 0 19 Oct 2017