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Yun Yang
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Communication-efficient distributed statistical inference
MI Jordan, JD Lee, Y Yang
Journal of the American Statistical Association, 2019
5082019
Randomized sketches for kernels: Fast and optimal nonparametric regression
Y Yang, M Pilanci, MJ Wainwright
The Annals of Statistics 45 (3), 991-1023, 2017
2352017
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
2072018
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
1912016
Bayesian fractional posteriors
A Bhattacharya, D Pati, Y Yang
The Annals of Statistics 47 (1), 39-66, 2019
1512019
α-variational inference with statistical guarantees
Y Yang, D Pati, A Bhattacharya
The Annals of Statistics 48 (2), 886-905, 2020
1422020
Minimax-optimal nonparametric regression in high dimensions
Y Yang, ST Tokdar
The Annals of Statistics 43 (2), 652-674, 2015
1092015
Bayesian manifold regression
Y Yang, DB Dunson
The Annals of Statistics 44 (2), 876-905, 2016
1062016
Bayesian conditional tensor factorizations for high-dimensional classification
Y Yang, DB Dunson
Journal of the American Statistical Association 111 (514), 656-669, 2016
892016
On statistical optimality of variational Bayes
D Pati, A Bhattacharya, Y Yang
International Conference on Artificial Intelligence and Statistics, 1579-1588, 2018
872018
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
652017
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
532021
Frequentist coverage and sup-norm convergence rate in Gaussian process regression
Y Yang, A Bhattacharya, D Pati
arXiv preprint arXiv:1708.04753, 2017
532017
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
422013
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
402022
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
402021
Wasserstein -means for clustering probability distributions
Y Zhuang, X Chen, Y Yang
Advances in Neural Information Processing Systems 35, 11382-11395, 2022
322022
Cutoff for exact recovery of gaussian mixture models
X Chen, Y Yang
IEEE Transactions on Information Theory 67 (6), 4223-4238, 2021
322021
Sequential markov chain monte carlo
Y Yang, DB Dunson
arXiv preprint arXiv:1308.3861, 2013
312013
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Artikler 1–20