Classification from Pairwise Similarities/Dissimilarities and Unlabeled
Data via Empirical Risk Minimization

Classification from Pairwise Similarities/Dissimilarities and Unlabeled Data via Empirical Risk Minimization

26 April 2019

Masashi Sugiyama

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Papers citing "Classification from Pairwise Similarities/Dissimilarities and Unlabeled Data via Empirical Risk Minimization"

15 / 15 papers shown

Title
Learning from Similarity-Confidence and Confidence-Difference Tomoya Tate Kosuke Sugiyama Masato Uchida 24 0 0 07 Aug 2025
A Unified Empirical Risk Minimization Framework for Flexible N-Tuples Weak Supervision Shuying Huang Junpeng Li Changchun Hua Yana Yang 46 0 0 10 Jul 2025
Learning from M-Tuple Dominant Positive and Unlabeled Data Jiahe Qin Junpeng Li Changchun Hua Yana Yang 111 0 0 25 May 2025
Q&A Label Learning Kota Kawamoto Masato Uchida 64 0 0 08 May 2023
Learning from Positive and Unlabeled Data with Augmented Classes Zhongnian Li Liutao Yang Zhongchen Ma Tongfeng Sun Xinzheng Xu Daoqiang Zhang 82 0 0 27 Jul 2022
Applications of Deep Learning in Fish Habitat Monitoring: A Tutorial and Survey Alzayat Saleh M. Sheaves D. Jerry M. R. Azghadi 83 50 0 11 Jun 2022
Multi-Class Classification from Single-Class Data with Confidences Yuzhou Cao Lei Feng Senlin Shu Yitian Xu Bo An Gang Niu Masashi Sugiyama 66 3 0 16 Jun 2021
Learning from Similarity-Confidence Data Yuzhou Cao Lei Feng Yitian Xu Bo An Gang Niu Masashi Sugiyama 79 23 0 13 Feb 2021
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods Shiyu Duan José C. Príncipe MQ 159 4 0 09 Jan 2021
A Symmetric Loss Perspective of Reliable Machine Learning Nontawat Charoenphakdee Jongyeong Lee Masashi Sugiyama 122 0 0 05 Jan 2021
Pointwise Binary Classification with Pairwise Confidence Comparisons Lei Feng Senlin Shu Nan Lu Bo Han Miao Xu Gang Niu Bo An Masashi Sugiyama 167 27 0 05 Oct 2020
Active Classification with Uncertainty Comparison Queries Zhenghang Cui Issei Sato 129 0 0 03 Aug 2020
Multi-Class Classification from Noisy-Similarity-Labeled Data Songhua Wu Xiaobo Xia Tongliang Liu Bo Han Biwei Huang Nannan Wang Haifeng Liu Gang Niu NoLa 57 12 0 16 Feb 2020
Learning from Noisy Similar and Dissimilar Data Soham Dan Han Bao Masashi Sugiyama NoLa 89 7 0 03 Feb 2020
Classification from Triplet Comparison Data Zhenghang Cui Nontawat Charoenphakdee Issei Sato Masashi Sugiyama 92 26 0 24 Jul 2019