Ruth Heller

4 papers · 2016–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

AISTATS (1) ICLR (1) JMLR (1) NIPS (1)

Top co-authors

Yair Heller (2) Matan Haroush (1) Tzviel Frostig (1) Etienne Roquain (1) Ulysse Gazin (1) Shachar Kaufman (1) Daniel Soudry (1) Barak Brill (1) Malka Gorfine (1) Aldo Solari (1)

Keywords

independence test (2) distribution-free test (2) hypothesis testing (2) independence testing (1) mutual information estimation (1) distance correlation (1) k-sample test (1) statistical testing (1) multivariate analysis (1)

Papers

Powerful batch conformal prediction for classification AISTATS 2025

A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks ICLR 2022

Multivariate tests of association based on univariate tests NIPS 2016

Consistent Distribution-Free $K$-Sample and Independence Tests for Univariate Random Variables JMLR 2016