Junyang Qian

发表

Batch Size Matters: A Diffusion Approximation Framework on Nonconvex Stochastic Gradient Descent pdf

Jian-Guo Liu, Chris Junchi Li, Lei Li, 2017, ArXiv.

Large-Scale Sparse Regression for Multiple Responses with Applications to UK Biobank

Trevor Hastie, Robert Tibshirani, Ruilin Li, 2020, bioRxiv.

Fast Lasso method for Large-scale and Ultrahigh-dimensional Cox Model with applications to UK Biobank

Trevor Hastie, Robert Tibshirani, Ruilin Li, 2020, bioRxiv.

Some methods for heterogeneous treatment effect estimation in high dimensions

Trevor Hastie, Robert Tibshirani, Kenneth Jung, 2017, Statistics in medicine.

On stepwise pattern recovery of the fused Lasso

Junyang Qian, Jinzhu Jia, Junyang Qian, 2016, Comput. Stat. Data Anal..

Aggregating Knockoffs for Controlling the False Discovery Rate with One-Shot Communication

Junyang Qian, Weijie Su, Weijie J. Su, 2015 .

A Fast and Flexible Algorithm for Solving the Lasso in Large-scale and Ultrahigh-dimensional Problems

Trevor Hastie, Robert Tibshirani, Yosuke Tanigawa, 2019 .

A fast and scalable framework for large-scale and ultrahigh-dimensional sparse regression with application to the UK Biobank

Trevor Hastie, Robert Tibshirani, Yosuke Tanigawa, 2019, bioRxiv.

Communication-Efficient False Discovery Rate Control via Knockoff Aggregation

Junyang Qian, Weijie Su, Weijie J. Su, 2015, 1506.05446.

Genetics of 35 blood and urine biomarkers in the UK Biobank

Trevor Hastie, Robert Tibshirani, Anna Shcherbina, 2020, Nature Genetics.