Concepedia

Bin Yu

BY

106

Publications

9.6K

Citations

43

H-Index

1997

Active since

Affiliations

Qingdao University of Science and Technology(Current)

University of Science and Technology of China

The Ohio State University

University of California, Berkeley

King Abdullah University of Science and Technology

Bin Yu is an author at Qingdao University of Science and Technology specializing in engineering, medicine, and computational biology.

Top concepts

EngineeringMedicineComputational BiologyBioinformaticsSystems BiologyMolecular BiologyData ScienceDeep LearningMachine LearningProteomics

Publications per year

1997–2025

106

Publications

106

Adaptive wavelet thresholding for image denoising and compression

Shih-Fu Chang, Bin Yu, Martin Vetterli · IEEE Transactions on Image Processing · 2000 · 2.9K citations · Full text

Wavelet Coefficients, Image Analysis, Engineering +10

The composite absolute penalties family for grouped and hierarchical variable selection

Peng Zhao, Guilherme V. Rocha, Bin Yu · The Annals of Statistics · 2009 · 643 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

Analyzing bagging

Peter Bühlmann, Bin Yu · The Annals of Statistics · 2002 · 579 citations · Full text

Mathematical Programming, Bootstrap Resampling, Engineering +11

Restricted Eigenvalue Properties for Correlated Gaussian Designs

Garvesh Raskutti, Martin J. Wainwright, Bin Yu · Journal of Machine Learning Research · 2010 · 404 citations

Spectral Theory, Mathematical Programming, Eigenvalue Conditions +15

LightGBM-PPI: Predicting protein-protein interactions through LightGBM with multi-information fusion

Cheng Chen, Qingmei Zhang, Qin Ma et al. · Chemometrics and Intelligent Laboratory Systems · 2019 · 275 citations

Interactomics, Natural Sciences, Medicine +9

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