Positive-Unlabeled Learning with Non-Negative Risk Estimator

2 March 2017

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

30 / 80 papers shown

Title
Probabilistic Outlier Detection and Generation S. Rizzo Linsey Pang Yixian Chen Sanjay Chawla 13 0 0 22 Dec 2020
GAN-based Recommendation with Positive-Unlabeled Sampling Yao Zhou Jianpeng Xu Jun Wu Zeinab Taghavi Nasrabadi Evren Körpeoglu Kannan Achan Jingrui He 25 4 0 12 Dec 2020
Semi-supervised reward learning for offline reinforcement learning Ksenia Konyushkova Konrad Zolna Y. Aytar Alexander Novikov Scott E. Reed Serkan Cabi Nando de Freitas SSL OffRL 73 23 0 12 Dec 2020
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 67 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 24 159 0 09 Nov 2020
Binary classification with ambiguous training data Naoya Otani Yosuke Otsubo Tetsuya Koike Masashi Sugiyama CVBM 11 6 0 05 Nov 2020
Classification with Rejection Based on Cost-sensitive Classification Nontawat Charoenphakdee Zhenghang Cui Yivan Zhang Masashi Sugiyama 80 65 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 36 22 0 05 Oct 2020
Kernel Based Progressive Distillation for Adder Neural Networks Yixing Xu Chang Xu Xinghao Chen Wei Zhang Chunjing Xu Yunhe Wang 46 47 0 28 Sep 2020
Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering Jingtao Ding Yuhan Quan Quanming Yao Yong Li Depeng Jin 19 97 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 33 70 0 04 Aug 2020
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation Yiyang Zhang Feng Liu Zhen Fang Bo Yuan Guangquan Zhang Jie Lu 30 30 0 29 Jul 2020
Provably Consistent Partial-Label Learning Lei Feng Jiaqi Lv Bo Han Miao Xu Gang Niu Xin Geng Bo An Masashi Sugiyama 33 141 0 17 Jul 2020
Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training Xuxi Chen Wuyang Chen Tianlong Chen Ye Yuan Chen Gong Kewei Chen Zhangyang Wang 23 77 0 22 Jun 2020
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 319 501 0 05 Mar 2020
Claim Check-Worthiness Detection as Positive Unlabelled Learning Dustin Wright Isabelle Augenstein 27 6 0 05 Mar 2020
Object Detection as a Positive-Unlabeled Problem Yuewei Yang Kevin J. Liang Lawrence Carin 28 38 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 24 35 0 04 Feb 2020
Learning with Multiple Complementary Labels Lei Feng Takuo Kaneko Bo Han Gang Niu Bo An Masashi Sugiyama 20 92 0 30 Dec 2019
Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning Minlong Peng Xiaoyu Xing Qi Zhang Jinlan Fu Xuanjing Huang 23 103 0 04 Jun 2019
PUNCH: Positive UNlabelled Classification based information retrieval in Hyperspectral images Anirban Santara Jayeeta Datta S. Sarkar Ankur Garg K. Padia Pabitra Mitra 27 1 0 09 Apr 2019
Autoencoding Binary Classifiers for Supervised Anomaly Detection Yuki Yamanaka Tomoharu Iwata Hiroshi Takahashi Masanori Yamada Sekitoshi Kanai 14 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 Rong Jin Tianbao Yang 37 41 0 28 Nov 2018
Learning from positive and unlabeled data: a survey Jessa Bekker Jesse Davis 35 550 0 12 Nov 2018
Classification from Positive, Unlabeled and Biased Negative Data Yu-Guan Hsieh Gang Niu Masashi Sugiyama 22 79 0 01 Oct 2018
Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data Jessa Bekker Pieter Robberechts Jesse Davis 16 83 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 30 86 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 58 2,036 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 27 754 0 22 Mar 2018
Binary Classification from Positive-Confidence Data Takashi Ishida Gang Niu Masashi Sugiyama 38 56 0 19 Oct 2017