Gizem Yüce

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze ❓ The Questioner

Venues

ICML (2) CVPR (1) NeurIPS (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)

Research topics

Machine Learning (4) Optimization & Theory (4) Natural Language Processing (2) Artificial Intelligence (1) Deep Learning (1) Architectures (1) Bayesian & Probabilistic (1) Core Methods (1) Generation (1) Learning Types (1) Resources & Methods (1)

Keywords

dictionary learning (1) representation learning (1) neural tangent kernel (1) semi-supervised learning (1) in-context learning (1) sample complexity (1) transformer (1) asymptotic variance (1) m-estimators (1) implicit neural representation (1) gaussian mixture model (1) mixture model (1) stationary point (1) lower bound (1) preference feedback (1) cross-entropy loss (1) labeled data (1) harmonic analysis (1) parametric distribution (1) population loss (1)

Papers

Learning In-context n-grams with Transformers: Sub-n-grams Are Near-Stationary Points ICML 2025 Learning Parametric Distributions from Samples and Preferences ICML 2025 Can semi-supervised learning use all the data effectively? A lower bound perspective NeurIPS 2023 A Structured Dictionary Perspective on Implicit Neural Representations CVPR 2022