Haiyun He

2 papers · 2022–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) ❓ The Questioner

Conferences

AISTATS (1) JMLR (1)

Top co-authors

Vincent Y. F. Tan (2) Miguel Rodrigues (1) Yuheng Bu (1) Hanshu Yan (1) Gholamali Aminian (1)

Keywords

information theory (2) semi-supervised learning (2) generalization error (2) kl divergence (1) gibbs algorithm (1)

Papers

How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm? AISTATS 2023

Information-Theoretic Characterization of the Generalization Error for Iterative Semi-Supervised Learning JMLR 2022