Yun Yang

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	Toate	Din 2020
Referințe bibliografice	2739	2242
h-index	23	22
i10-index	38	36

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Debdeep PatiProfessor, Department of Statistics, University of Wisconsin - MadisonAdresă de e-mail confirmată pe wisc.edu
Anirban BhattacharyaProfessor, Texas A&M UniversityAdresă de e-mail confirmată pe stat.tamu.edu
Xiaohui ChenUniversity of Southern CaliforniaAdresă de e-mail confirmată pe usc.edu
David DunsonArts & Sciences Professor of Statistical Science & MathematicsAdresă de e-mail confirmată pe duke.edu
Jason D. LeeAssociate Professor of Electrical Engineering and Computer Science, Princeton UniversityAdresă de e-mail confirmată pe princeton.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyAdresă de e-mail confirmată pe cs.berkeley.edu
Rong TangHong Kong University of Science and TechnologyAdresă de e-mail confirmată pe ust.hk
Antonio R LineroUniversity of Texas at AustinAdresă de e-mail confirmată pe austin.utexas.edu
Yifan ChenAssistant Professor in Computer Science and Mathematics (affiliate), HKBUAdresă de e-mail confirmată pe hkbu.edu.hk
Rentian YaoUniversity of British ColumbiaAdresă de e-mail confirmată pe math.ubc.ca
Surya TokdarStatistical Science, Duke UniversityAdresă de e-mail confirmată pe stat.duke.edu
Mert PilanciStanford UniversityAdresă de e-mail confirmată pe stanford.edu
尚作峰 (Zuofeng Shang)New Jersey Institute of TechnologyAdresă de e-mail confirmată pe njit.edu
Xi ChenProfessor at New York UniversityAdresă de e-mail confirmată pe nyu.edu
Naveen N. NarisettyUniversity of Illinois at Urbana-ChampaignAdresă de e-mail confirmată pe illinois.edu
Peng ZhaoUniversity of DelawareAdresă de e-mail confirmată pe udel.edu
Shuang ZhouAssistant Professor, SoMSS, Arizona State UniversityAdresă de e-mail confirmată pe asu.edu
Feng LiangDepartment of Statistics, University of Illinois at Urbana-ChampaignAdresă de e-mail confirmată pe illinois.edu
Meimei LiuAssistant Professor, Virginia TechAdresă de e-mail confirmată pe vt.edu
Xiaofeng ShaoDepartment of Statistics and Data Science, and Dept of Economics, Washington University in St LouisAdresă de e-mail confirmată pe wustl.edu

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Yun Yang

Department of Mathematics, University of Maryland, College Park

Adresă de e-mail confirmată pe umd.edu - Pagina de pornire

Bayesian Statistics High-dimensional Statistics Machine Learning Optimal Transport Optimization


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
Communication-efficient distributed statistical inference MI Jordan, JD Lee, Y Yang Journal of the American Statistical Association, 2019	512	2019
Randomized sketches for kernels: Fast and optimal nonparametric regression Y Yang, M Pilanci, MJ Wainwright The Annals of Statistics 45 (3), 991-1023, 2017	236	2017
Bayesian regression tree ensembles that adapt to smoothness and sparsity AR Linero, Y Yang Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2018	208	2018
On the computational complexity of high-dimensional Bayesian variable selection Y Yang, MJ Wainwright, MI Jordan The Annals of Statistics 44 (6), 2497-2532, 2016	193	2016
Bayesian fractional posteriors A Bhattacharya, D Pati, Y Yang The Annals of Statistics 47 (1), 39-66, 2019	151	2019
α-variational inference with statistical guarantees Y Yang, D Pati, A Bhattacharya The Annals of Statistics 48 (2), 886-905, 2020	143	2020
Minimax-optimal nonparametric regression in high dimensions Y Yang, ST Tokdar The Annals of Statistics 43 (2), 652-674, 2015	110	2015
Bayesian manifold regression Y Yang, DB Dunson The Annals of Statistics 44 (2), 876-905, 2016	106	2016
Bayesian conditional tensor factorizations for high-dimensional classification Y Yang, DB Dunson Journal of the American Statistical Association 111 (514), 656-669, 2016	89	2016
On statistical optimality of variational Bayes D Pati, A Bhattacharya, Y Yang International Conference on Artificial Intelligence and Statistics, 1579-1588, 2018	87	2018
High-dimensional linear regression via implicit regularization P Zhao, Y Yang, QC He Biometrika 109 (4), 1033-1046, 2022	65*	2022
Joint estimation of quantile planes over arbitrary predictor spaces Y Yang, ST Tokdar Journal of the American Statistical Association 112 (519), 1107-1120, 2017	65	2017
Skyformer: Remodel self-attention with gaussian kernel and nystr\" om method Y Chen, Q Zeng, H Ji, Y Yang Advances in Neural Information Processing Systems 34, 2122-2135, 2021	54	2021
Frequentist coverage and sup-norm convergence rate in Gaussian process regression Y Yang, A Bhattacharya, D Pati arXiv preprint arXiv:1708.04753, 2017	53	2017
Bayesian crack detection in ultra high resolution multimodal images of paintings B Cornelis, Y Yang, JT Vogelstein, A Dooms, I Daubechies, D Dunson 2013 18th International Conference on Digital Signal Processing (DSP), 1-8, 2013	42	2013
Hanson–Wright inequality in Hilbert spaces with application to K-means clustering for non-Euclidean data X Chen, Y Yang Bernoulli 27 (1), 586-614, 2021	41	2021
Distributed estimation for principal component analysis: An enlarged eigenspace analysis X Chen, JD Lee, H Li, Y Yang Journal of the American Statistical Association 117 (540), 1775-1786, 2022	40	2022
Wasserstein -means for clustering probability distributions Y Zhuang, X Chen, Y Yang Advances in Neural Information Processing Systems 35, 11382-11395, 2022	33	2022
Cutoff for exact recovery of gaussian mixture models X Chen, Y Yang IEEE Transactions on Information Theory 67 (6), 4223-4238, 2021	32	2021
Sequential markov chain monte carlo Y Yang, DB Dunson arXiv preprint arXiv:1308.3861, 2013	31	2013

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