Heather Battey

2 papers · 2022–2025 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer

Conferences

JMLR (2)

Top co-authors

Wen-Xin Zhou (2) Jakub Rybak (1) Kean Ming Tan (1)

Keywords

statistical inference (2) parameter estimation (1) distributed learning (1) quantile regression (1) high-dimensional regression (1) communication efficiency (1) support vector machine (1) loss function (1) theoretical guarantee (1) convolution smoothing (1) double smoothing (1)

Papers

On Inference for the Support Vector Machine JMLR 2025

Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees JMLR 2022