Yun Yang
Title
Cited by
Cited by
Year
Randomized sketches for kernels: Fast and optimal nonparametric regression
Y Yang, M Pilanci, MJ Wainwright
The Annals of Statistics 45 (3), 991-1023, 2017
1232017
Communication-efficient distributed statistical inference
MI Jordan, JD Lee, Y Yang
Journal of the American Statistical Association, 2018
1032018
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
872016
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
612018
Bayesian conditional tensor factorizations for high-dimensional classification
Y Yang, DB Dunson
Journal of the American Statistical Association 111 (514), 656-669, 2016
592016
Minimax-optimal nonparametric regression in high dimensions
Y Yang, ST Tokdar
The Annals of Statistics 43 (2), 652-674, 2015
552015
Bayesian fractional posteriors
A Bhattacharya, D Pati, Y Yang
The Annals of Statistics 47 (1), 39-66, 2019
462019
Bayesian manifold regression
Y Yang, DB Dunson
The Annals of Statistics 44 (2), 876-905, 2016
442016
On statistical optimality of variational Bayes
D Pati, A Bhattacharya, Y Yang
International Conference on Artificial Intelligence and Statistics, 1579-1588, 2018
402018
-variational inference with statistical guarantees
Y Yang, D Pati, A Bhattacharya
Annals of Statistics 48 (2), 886-905, 2020
362020
Joint estimation of quantile planes over arbitrary predictor spaces
Y Yang, ST Tokdar
Journal of the American Statistical Association 112 (519), 1107-1120, 2017
282017
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
252013
Frequentist coverage and sup-norm convergence rate in Gaussian process regression
Y Yang, A Bhattacharya, D Pati
arXiv preprint arXiv:1708.04753, 2017
192017
Minimax optimal Bayesian aggregation
Y Yang, DB Dunson
arXiv preprint arXiv:1403.1345, 2014
142014
Sequential Markov Chain Monte Carlo
Y Yang, DB Dunson
arXiv preprint arXiv:1308.3861, 2013
132013
Hanson-Wright inequality in Hilbert spaces with application to -means clustering for non-Euclidean data
X Chen, Y Yang
arXiv preprint arXiv:1810.11180, 2018
92018
Bayesian model selection consistency and oracle inequality with intractable marginal likelihood
Y Yang, D Pati
arXiv preprint arXiv:1701.00311, 2017
92017
A compact neural network for training support vector machines
Y Yang, Q He, X Hu
Neurocomputing 86, 193-198, 2012
92012
Implicit Regularization via Hadamard Product Over-Parametrization in High-Dimensional Linear Regression
P Zhao, Y Yang, QC He
arXiv preprint arXiv:1903.09367, 2019
82019
Non-asymptotic theory for nonparametric testing
Y Yang, Z Shang, G Cheng
arXiv preprint arXiv:1702.01330, 2017
82017
The system can't perform the operation now. Try again later.
Articles 1–20