Yixin Fang

2 papers · 2013–2018 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (14) 🧭 Keyword Pioneer

Conferences

JMLR (2)

Top co-authors

Junhui Wang (1) Jinfeng Xu (1) Lei Yang (1) Wei Sun (1)

Keywords

stochastic gradient descent (1) statistical inference (1) online learning (1) penalized regression (1) bootstrap method (1) confidence interval (1) tuning parameter selection (1) asymptotic consistency (1) interval estimation (1) variable selection stability (1) bootstrap confidence interval (1)

Papers

Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator JMLR 2018

Consistent Selection of Tuning Parameters via Variable Selection Stability JMLR 2013