Serdar Kadioglu

3 papers · 2021–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (2) IJCAI (1)

Top co-authors

John Kyle Brubaker (1) Grant Salton (1) Zhihuai Zhu (1) Elton Yechao Zhu (1) Martin J. A. Schuetz (1) Bistra Dilkina (1) Junyang Cai (1) Doruk Kilitcioglu (1) Helmut G. Katzgraber (1) Gili Rosenberg (1)

Research topics

Machine Learning (2) Learning Types (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Natural Language Processing (1) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Optimization (1) Resources & Methods (1)

Keywords

combinatorial optimization (1) online learning (1) transfer learning (1) feature extraction (1) text representation (1) interpretable machine learning (1) explainable ai (1) mixed integer programming (1) multi-armed bandit (1) text embedding (1) large neighborhood search (1) adaptive meta-solver (1) context-free grammar (1) neural network (1) boolean formula (1) symbolic ai (1) adaptive large neighborhood search (1) featurization technique (1)

Papers

Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problems IJCAI 2025 BoolXAI: Explainable AI Using Expressive Boolean Formulas AAAI 2025 Representing the Unification of Text Featurization using a Context-Free Grammar AAAI 2021