Gizem Yüce

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICML (2) CVPR (1) NIPS (1)

Top co-authors

Nicolas Flammarion (2) Alexandru Tifrea (1) Beril Besbinar (1) Amartya Sanyal (1) Pascal Frossard (1) Guillermo Ortiz-Jimenez (1) Aditya Varre (1) Marc Jourdan (1) Fanny Yang (1)

Keywords

dictionary learning (1) representation learning (1) neural tangent kernel (1) semi-supervised learning (1) sample complexity (1) implicit neural representation (1) gaussian mixture model (1) mixture model (1) lower bound (1) labeled datum (1) harmonic analysis (1) unlabeled data utilization (1) labeled data complexity (1)

Papers

Learning Parametric Distributions from Samples and Preferences ICML 2025

Learning In-context $n$-grams with Transformers: Sub-$n$-grams Are Near-Stationary Points ICML 2025

Can semi-supervised learning use all the data effectively? A lower bound perspective NIPS 2023

A Structured Dictionary Perspective on Implicit Neural Representations CVPR 2022