Donald Geman

6 papers · 2003–2024 · 4 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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+4 more ↓

🗺️ Taxonomy Completionist (13) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

🌟 Keyword Trendsetter Combo (4) 🧭 Keyword Pioneer 📈 Trend Setter 🚀 Conference Pioneer

Venues

JMLR (3) CVPR (1) ICLR (1) ICML (1)

Top co-authors

René Vidal (2) Aditya Chattopadhyay (2) Benjamin David Haeffele (2) Asma Rejeb Sfar (1) Christian d'Avignon (1) Hichem Sahbi (1) Kwan Ho Ryan Chan (1) Nozha Boujemaa (1) Francois Fleuret (1)

Research topics

Machine Learning (6) Core Methods (3) Artificial Intelligence (2) Computer Vision (2) Analysis (2) Core AI (2) Optimization & Theory (2) Deep Learning (1) Mathematics & Optimization (1) Application Areas (1) Learning Types (1) Mathematics (1) Models (1) Optimization (1)

Keywords

feature extraction (2) image classification (2) entropy minimization (1) pose estimation (1) computer vision (1) hierarchical classification (1) face detection (1) object detection (1) computational efficiency (1) conditional probability (1) entropy (1) information maximization (1) viewpoint estimation (1) support vector machine (1) information gain (1) spike train (1) recursive partitioning (1) interpretable prediction (1) adaptive testing (1) pattern detection (1)

Papers

Performance Bounds for Active Binary Testing with Information Maximization ICML 2024 Variational Information Pursuit for Interpretable Predictions ICLR 2023 Vantage Feature Frames for Fine-Grained Categorization CVPR 2013 Stationary Features and Cat Detection JMLR 2008 A Hierarchy of Support Vector Machines for Pattern Detection JMLR 2006 Tree-Structured Neural Decoding JMLR 2003