9 citations · 10 across the 3 of their papers we have counts for
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cs.LG2023★ 9 cited
Novel Batch Active Learning Approach and Its Application to Synthetic Aperture Radar Datasets
James Chapman, Bohan Chen, Zheng Tan +3
Active learning improves the performance of machine learning methods by judiciously selecting a limited number of unlabeled data points to query for labels, with the aim of maximal…
cs.LG2022★ 1 cited
A Generalized EigenGame with Extensions to Multiview Representation Learning
James Chapman, Ana Lawry Aguila, Lennie Wells
Generalized Eigenvalue Problems (GEPs) encompass a range of interesting dimensionality reduction methods. Development of efficient stochastic approaches to these problems would all…