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Sarbojit Roy
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引用次数
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On generalizations of some distance based classifiers for HDLSS data
S Roy, S Sarkar, S Dutta, AK Ghosh
Journal of Machine Learning Research 23 (14), 1-41, 2022
52022
On exact feature screening in ultrahigh-dimensional binary classification
S Roy, S Sarkar, S Dutta, AK Ghosh
Journal of Computational and Graphical Statistics 33 (2), 448-462, 2024
22024
On some fast and robust classifiers for high dimension, low sample size data
S Roy, JR Choudhury, S Dutta
International Conference on Artificial Intelligence and Statistics, 9943-9968, 2022
22022
Robust Classification of High-Dimensional Data Using Data-Adaptive Energy Distance
J Ray Choudhury, A Saha, S Roy, S Dutta
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
12023
On the use of a new class of dissimilarity measures for nearest neighbor classification of high dimension, low sample size data
S Roy, S Dutta, AK Ghosh, S Sarkar
arXiv preprint arXiv:1902.03295, 2019
12019
Classification of High-dimensional Time Series in Spectral Domain using Explainable Features
S Roy, MS Sultan, H Ombao
arXiv preprint arXiv:2408.08388, 2024
2024
On a Generalization of the Average Distance Classifier
S Roy, S Sarkar, S Dutta
arXiv preprint arXiv:2001.02430, 2020
2020
Nearest Neighbor Classifier based on Generalized Inter-point Distances for HDLSS Data
S Roy, S Dutta, AK Ghosh, S Sarkar
On Some Fast And Robust Classifiers For HDLSS Data
S Roy, JR Choudhury, S Dutta
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