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Yue Sheng
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Year
Distributed linear regression by averaging
E Dobriban, Y Sheng
Annals of Statistics 49 (2), 918-943, 2021
722021
WONDER: Weighted One-shot Distributed Ridge Regression in High Dimensions
E Dobriban, Y Sheng
Journal of Machine Learning Research 21 (66), 1-52, 2020
51*2020
Rational Solutions of the Painlev\'e-III Equation
T Bothner, PD Miller, Y Sheng
Studies in Applied Mathematics 141 (4), 626-679, 2018
192018
Selecting the number of components in PCA via random signflips
D Hong, Y Sheng, E Dobriban
arXiv:2012.02985, 2020
142020
Rational solutions of the Painlev\'e-II equation revisited
PD Miller, Y Sheng
Symmetry, Integrability and Geometry: Methods and Applications (SIGMA) 13 (065), 2017
142017
One-shot distributed ridge regression in high dimensions
Y Sheng, E Dobriban
International Conference on Machine Learning, 8763-8772, 2020
62020
Accelerated Gradient Flow: Risk, Stability, and Implicit Regularization
Y Sheng, A Ali
arXiv preprint arXiv:2201.08311, 2022
22022
Supplement to “Distributed linear regression by averaging.”
E Dobriban, Y Sheng
12021
Applications of Random Matrix Theory in Statistics and Machine Learning
Y Sheng
University of Pennsylvania, 2021
2021
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