18 citations · 23 across the 3 of their papers we have counts for
3 papers
stat.ME2015
Joint estimation of quantile planes over arbitrary predictor spaces
Yun Yang, Surya Tokdar
In spite of the recent surge of interest in quantile regression, joint estimation of linear quantile planes remains a great challenge in statistics and econometrics. We propose a n…
math.ST2015★ 5 cited
Semiparametric Bernstein-von Mises Theorem: Second Order Studies
Yun Yang, Guang Cheng, David B. Dunson
The major goal of this paper is to study the second order frequentist properties of the marginal posterior distribution of the parametric component in semiparametric Bayesian model…
stat.ML2015★ 18 cited
Randomized sketches for kernels: Fast and optimal non-parametric regression
Yun Yang, Mert Pilanci, Martin J. Wainwright
Kernel ridge regression (KRR) is a standard method for performing non-parametric regression over reproducing kernel Hilbert spaces. Given samples, the time and space complexity…