Zuofeng Shang

发表

Estimation of the mean function of functional data via deep neural networks pdf

Guanqun Cao, Shuoyang Wang, Zuofeng Shang, 2020, Stat.

Optimal Nonparametric Inference under Quantization pdf

Ruiqi Liu, Zuofeng Shang, Ganggang Xu, 2019, ArXiv.

Probabilistic Connection Importance Inference and Lossless Compression of Deep Neural Networks

Pengyu Hong, Jun S. Liu, Xin Xing, 2020, ICLR.

A likelihood-ratio type test for stochastic block models with bounded degrees pdf

Yang Feng, Zuofeng Shang, Mingao Yuan, 2018, ArXiv.

Sharp Rate of Convergence for Deep Neural Network Classifiers under the Teacher-Student Setting

Guang Cheng, Zuofeng Shang, Tianyang Hu, 2020, 2001.06892.

An application of Bayesian variable selection to spatial concurrent linear models

Murray K. Clayton, Zuofeng Shang, 2012, Environmental and Ecological Statistics.

Nonparametric Bayesian Aggregation for Massive Data

Guang Cheng, Botao Hao, Zuofeng Shang, 2015, J. Mach. Learn. Res..

Optimal Rate of Convergence for Deep Neural Network Classifiers under the Teacher-Student Setting pdf

Guang Cheng, Zuofeng Shang, Tianyang Hu, 2020, ArXiv.

Optimal Nonparametric Inference via Deep Neural Network pdf

Ruiqi Liu, Zuofeng Shang, Ben Boukai, 2019, ArXiv.

Optimal Tuning for Divide-and-conquer Kernel Ridge Regression with Massive Data

Guang Cheng, Zuofeng Shang, Ganggang Xu, 2018, ICML.

Computational Limits of A Distributed Algorithm for Smoothing Spline

Guang Cheng, Zuofeng Shang, Guang Cheng, 2015, J. Mach. Learn. Res..

Sharp Theoretical Analysis for Nonparametric Testing under Random Projection

Guang Cheng, Meimei Liu, Zuofeng Shang, 2019, COLT.

On Deep Instrumental Variables Estimate pdf

Guang Cheng, Ruiqi Liu, Zuofeng Shang, 2020, ArXiv.

Cosine Infinite Product: 11210

Zuofeng Shang, Michael S. Becker, 2007, Am. Math. Mon..

Statistical Inference on Partially Linear Panel Model under Unobserved Linearity

Ruiqi Liu, Zuofeng Shang, Ben Boukai, 2019, 1911.08830.

Sharp detection boundaries on testing dense subhypergraph

Zuofeng Shang, Mingao Yuan, Zuofeng Shang, 2021, Bernoulli.

Calibrating multi-dimensional complex ODE from noisy data via deep neural networks pdf

Zuofeng Shang, Fan Yang, Ruiqi Liu, 2021, ArXiv.

Online Statistical Inference for Parameters Estimation with Linear-Equality Constraints pdf

Zuofeng Shang, Mingao Yuan, Ruiqi Liu, 2021, ArXiv.

Heterogeneous Dense Subhypergraph Detection pdf

Zuofeng Shang, Mingao Yuan, Zuofeng Shang, 2021, ArXiv.

Information limits for detecting a subhypergraph pdf

Zuofeng Shang, Mingao Yuan, Zuofeng Shang, 2021, Stat.

Optimal Classification for Functional Data

Zuofeng Shang, Guanqun Cao, Jun Liu, 2021, Statistica Sinica.

An approach of Bayesian variable selection for ultrahigh‐dimensional multivariate regression

Guifang Fu, Randall Reese, Zuofeng Shang, 2021, Stat.

Distributed Adaptive Nearest Neighbor Classifier: Algorithm and Theory pdf

Zuofeng Shang, Ganggang Xu, Ruiqi Liu, 2021, ArXiv.

Dual generators for weighted irregular wavelet frames and reconstruction error

Xingwei Zhou, Zuofeng Shang, Zuofeng Shang, 2007 .

Nonparametric inference in generalized functional linear models

Guang Cheng, Zuofeng Shang, Guang Cheng, 2014, 1405.6655.

Joint asymptotics for semi-nonparametric regression models with partially linear structure

Guang Cheng, Zuofeng Shang, Guang Cheng, 2013, 1311.2628.

How Many Machines Can We Use in Parallel Computing for Kernel Ridge Regression

Guang Cheng, Meimei Liu, Zuofeng Shang, 2018, 1805.09948.

New aspects of Bregman divergence in regression and classification with parametric and nonparametric estimation

Zuofeng Shang, Chunming Zhang, Chunming Zhang, 2009 .

Sparse and efficient estimation for partial spline models with increasing dimension

Guang Cheng, Zuofeng Shang, Hao Helen Zhang, 2013, Annals of the Institute of Statistical Mathematics.

NONPARAMETRIC BERNSTEIN-VON MISES PHENOMENON: A TUNING PRIOR PERSPECTIVE

Guang Cheng, Zuofeng Shang, Guang Cheng, 2014 .

Local and global asymptotic inference in smoothing spline models

Guang Cheng, Zuofeng Shang, Guang Cheng, 2012, 1212.6788.