Research output per year
Research output per year
Personal profile
Office Address
141 Computing Applications Building
605 E Springfield Ave,
Champaign, IL 61820
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Adaptivity of Diffusion Models to Manifold Structures
Tang, R. & Yang, Y., 2024, In: Proceedings of Machine Learning Research. 238, p. 1648-1656 9 p.Research output: Contribution to journal › Conference article › peer-review
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Bayesian model selection via mean-field variational approximation
Zhang, Y. & Yang, Y., Jul 2024, In: Journal of the Royal Statistical Society. Series B: Statistical Methodology. 86, 3, p. 742-770 29 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Model-based statistical depth with applications to functional data
Zhao, W., Xu, Z., Mu, Y., Yang, Y. & Wu, W., 2024, In: Journal of Nonparametric Statistics. 36, 2, p. 313-356 44 p.Research output: Contribution to journal › Article › peer-review
Open Access -
STATISTICALLY OPTIMAL K-MEANS CLUSTERING VIA NONNEGATIVE LOW-RANK SEMIDEFINITE PROGRAMMING
Zhuang, Y., Chen, X., Yang, Y. & Zhang, R. Y., 2024.Research output: Contribution to conference › Paper › peer-review
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A Gromov-Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening
Chen, Y., Yao, R., Yang, Y. & Chen, J., 2023, In: Proceedings of Machine Learning Research. 202, p. 4804-4825 22 p.Research output: Contribution to journal › Conference article › peer-review