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Citations per year
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Cited by
All
Since 2019
Citations
409
407
h-index
3
3
i10-index
3
3
0
180
90
45
135
2021
2022
2023
2024
18
67
161
159
Public access
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Co-authors
Cynthia Rudin
Professor of Computer Science, ECE, Statistics, and Biostatistics & Bioinformatics, Duke University
Verified email at cs.duke.edu
Haiyang Huang
Duke University
Verified email at cs.duke.edu
Yaron Shaposhnik
University of Rochester
Verified email at simon.rochester.edu
Edward P Browne
University of North Carolina - Chapel Hill
Verified email at email.unc.edu
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YINGFAN WANG
PhD Candidate of Computer Science,
Duke University
Verified email at duke.edu
machine learning
dimension reduction
Articles
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Year
Understanding how dimension reduction tools work: an empirical approach to deciphering t-SNE, UMAP, TriMAP, and PaCMAP for data visualization
Y Wang, H Huang, C Rudin, Y Shaposhnik
Journal of Machine Learning Research 22 (201), 1-73
, 2021
331
2021
Towards a comprehensive evaluation of dimension reduction methods for transcriptomic data visualization
H Huang, Y Wang, C Rudin, EP Browne
Communications biology 5 (1), 719
, 2022
58
2022
Approximate group fairness for clustering
B Li, L Li, A Sun, C Wang, Y Wang
International conference on machine learning, 6381-6391
, 2021
19
2021
Machine learning approaches identify immunologic signatures of total and intact HIV DNA during long-term antiretroviral therapy
L Semenova, Y Wang, S Falcinelli, N Archin, AD Cooper-Volkheimer, ...
bioRxiv, 2023.11. 16.567386
, 2023
1
2023
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