Следене
Cencheng Shen
Cencheng Shen
Потвърден имейл адрес: udel.edu
Заглавие
Позовавания
Позовавания
Година
From distance correlation to multiscale graph correlation
C Shen, CE Priebe, JT Vogelstein
Journal of the American Statistical Association, 1-22, 2019
522019
Sparse projection oblique randomer forests
TM Tomita, J Browne, C Shen, J Chung, JL Patsolic, B Falk, CE Priebe, ...
The Journal of Machine Learning Research 21 (1), 4193-4231, 2020
39*2020
Generalized canonical correlation analysis for classification
C Shen, M Sun, M Tang, CE Priebe
Journal of Multivariate Analysis 130, 310-322, 2014
332014
The exact equivalence of distance and kernel methods in hypothesis testing
C Shen, JT Vogelstein
AStA Advances in Statistical Analysis 105, 385-403, 2021
322021
Discovering and deciphering relationships across disparate data modalities
JT Vogelstein, EW Bridgeford, Q Wang, CE Priebe, M Maggioni, C Shen
Elife 8, e41690, 2019
322019
The chi-square test of distance correlation
C Shen, S Panda, JT Vogelstein
Journal of Computational and Graphical Statistics 31 (1), 254-262, 2022
302022
Network dependence testing via diffusion maps and distance-based correlations
Y Lee, C Shen, CE Priebe, JT Vogelstein
Biometrika 106 (4), 857-873, 2019
242019
Robust vertex classification
L Chen, C Shen, JT Vogelstein, CE Priebe
IEEE transactions on pattern analysis and machine intelligence 38 (3), 578-590, 2015
202015
hyppo: A Multivariate Hypothesis Testing Python Package
S Panda, S Palaniappan, J Xiong, EW Bridgeford, R Mehta, C Shen, ...
arXiv preprint arXiv:1907.02088, 2019
15*2019
Sparse representation classification beyond ℓ1 minimization and the subspace assumption
C Shen, L Chen, Y Dong, CE Priebe
IEEE Transactions on Information Theory 66 (8), 5061-5071, 2020
142020
Manifold matching using shortest-path distance and joint neighborhood selection
C Shen, JT Vogelstein, CE Priebe
Pattern Recognition Letters 92, 41-48, 2017
132017
Nonpar manova via independence testing
S Panda, C Shen, R Perry, J Zorn, A Lutz, CE Priebe, JT Vogelstein
arXiv preprint arXiv:1910.08883, 2019
12*2019
Signal subgraph estimation via iterative vertex screening
S Wang, C Shen, A Badea, CE Priebe, JT Vogelstein
arXiv, 1801
12*1801
On the incommensurability phenomenon
DE Fishkind, C Shen, Y Park, CE Priebe
Journal of Classification 33, 185-209, 2016
62016
Independence Testing for Multivariate Time Series
R Mehta, J Chung, C Shen, T Xu, JT Vogelstein
arXiv preprint arXiv:1908.06486, 2019
5*2019
Graph independence testing
J Xiong, C Shen, J Arroyo, JT Vogelstein
arXiv preprint arXiv:1906.03661, 2019
52019
Estimating informationtheoretic quantities with random forests
R Mehta, R Guo, C Shen, J Vogelstein
arXiv preprint arXiv:1907.00325, 2019
52019
Estimating information-theoretic quantities with uncertainty forests
R Guo, R Mehta, J Arroyo, H Helm, C Shen, JT Vogelstein
arXiv, arXiv: 1907.00325, 2019
4*2019
Decision forests induce characteristic kernels
C Shen, JT Vogelstein
arXiv preprint arXiv:1812.00029, 2018
42018
One-Hot Graph Encoder Embedding
C Shen, Q Wang, CE Priebe
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
3*2022
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