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Multiscale principle of relevant information for hyperspectral image classification
Author: Wei, Yantao; Yu, Shujian; Giraldo, Luis Sanchez; Principe, Jose C.
Journal: MACHINE LEARNING. 2023; Vol. 112, Issue 4, pp. 1227-1252. DOI: 10.1007/s10994-021-06011-9
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Troubleshooting image segmentation models with human-in-the-loop
Author: Wang, Haotao; Chen, Tianlong; Wang, Zhangyang; Ma, Kede
Journal: MACHINE LEARNING. 2023; Vol. 112, Issue 3, pp. 1033-1051. DOI: 10.1007/s10994-021-06110-7
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Beyond confusion matrix: learning from multiple annotators with awareness of instance features
Author: Li, Jingzheng; Sun, Hailong; Li, Jiyi
Journal: MACHINE LEARNING. 2023; Vol. 112, Issue 3, pp. 1053-1075. DOI: 10.1007/s10994-022-06211-x
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DAFS: a domain aware few shot generative model for event detection
Author: Xia, Nan; Yu, Hang; Wang, Yin; Xuan, Junyu; Luo, Xiangfeng
Journal: MACHINE LEARNING. 2023; Vol. 112, Issue 3, pp. 1011-1031. DOI: 10.1007/s10994-022-06198-5
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Reconciling privacy and utility: an unscented Kalman filter-based framework for differentially private machine learning
Author: Tang, Kunsheng; Li, Ping; Song, Yide; Luo, Tian
Journal: MACHINE LEARNING. 2023; Vol. 112, Issue 1, pp. 311-351. DOI: 10.1007/s10994-022-06279-5
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Limits of multi-relational graphs
Author: Alvarado, Juan; Wang, Yuyi; Ramon, Jan
Journal: MACHINE LEARNING. 2023; Vol. 112, Issue 1, pp. 177-216. DOI: 10.1007/s10994-022-06281-x
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Neural predictor-based automated graph classifier framework
Author: Oloulade, Babatounde Moctard; Gao, Jianliang; Chen, Jiamin; Al-Sabri, Raeed; Lyu, Tengfei
Journal: MACHINE LEARNING. 2023; Vol. 112, Issue 4, pp. 1315-1335. DOI: 10.1007/s10994-022-06287-5
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Diverse and consistent multi-view networks for semi-supervised regression
Author: Nguyen, Cuong; Raja, Arun; Zhang, Le; Xu, Xun; Unnikrishnan, Balagopal; Ragab, Mohamed; Lu, Kangkang; Foo, Chuan-Sheng
Journal: MACHINE LEARNING. 2023; Vol. , Issue , pp. -. DOI: 10.1007/s10994-023-06305-0
