Efficient Context-Free Grammar Constraints. - Serdar Kadioglu; Meinolf Sellmann (AAAI, 2008)

Dichotomic Search Protocols for Constrained Optimization. - Meinolf Sellmann; Serdar Kadioglu (CP, 2008)

Same-Relation Constraints. - Christopher Jefferson; Serdar Kadioglu; Karen E. Petrie; Meinolf Sellmann; Stanislav Zivný (CP, 2009)

Dialectic Search. - Serdar Kadioglu; Meinolf Sellmann (CP, 2009)

Upper Bounds on the Number of Solutions of Binary Integer Programs. - Siddhartha Jain 001; Serdar Kadioglu; Meinolf Sellmann (CPAIOR, 2010)

ISAC - Instance-Specific Algorithm Configuration. - Serdar Kadioglu; Yuri Malitsky; Meinolf Sellmann; Kevin Tierney (ECAI, 2010)

Grammar constraints. - Serdar Kadioglu; Meinolf Sellmann (Constraints An Int. J., 2010)

Algorithm Selection and Scheduling. - Serdar Kadioglu; Yuri Malitsky; Ashish Sabharwal; Horst Samulowitz; Meinolf Sellmann (CP, 2011)

Incorporating Variance in Impact-Based Search. - Serdar Kadioglu; Eoin O'Mahony; Philippe Refalo; Meinolf Sellmann (CP, 2011)

Non-Model-Based Search Guidance for Set Partitioning Problems. - Serdar Kadioglu; Yuri Malitsky; Meinolf Sellmann (AAAI, 2012)

Feature Selection for Speaker Traits. - Jouni Pohjalainen; Serdar Kadioglu; Okko Räsänen (INTERSPEECH, 2012)

Efficient Search Procedures for Solving Combinatorial Problems. - Serdar Kadioglu (2012)

Parallel Restarted Search. - André A. Ciré; Serdar Kadioglu; Meinolf Sellmann (AAAI, 2014)

Transformation-based Feature Computation for Algorithm Portfolios. - Barry Hurley 001; Serdar Kadioglu; Yuri Malitsky; Barry O'Sullivan (CoRR, 2014)

Optimizing the Cloud Service Experience Using Constraint Programming. - Serdar Kadioglu; Mike Colena; Steven Huberman; Claire Bagley (CP, 2015)

Efficient search procedures for solving combinatorial problems. - Serdar Kadioglu (Constraints An Int. J., 2015)

Feature selection methods and their combinations in high-dimensional classification of speaker likability, intelligibility and personality traits. - Jouni Pohjalainen; Okko Räsänen; Serdar Kadioglu (Comput. Speech Lang., 2015)

Availability Optimization in Cloud-Based In-Memory Data Grids. - Samir Sebbah; Claire Bagley; Mike Colena; Serdar Kadioglu (CP, 2016)

Heterogeneous resource allocation in Cloud Management. - Serdar Kadioglu; Mike Colena; Samir Sebbah (NCA, 2016)

DASH: Dynamic Approach for Switching Heuristics. - Giovanni M. Di Liberto; Serdar Kadioglu; Kevin Leo; Yuri Malitsky (Eur. J. Oper. Res., 2016)

Learning a Reactive Restart Strategy to Improve Stochastic Search. - Serdar Kadioglu; Meinolf Sellmann; Markus Wagner 007 (LION, 2017)

Column Generation for Interaction Coverage in Combinatorial Software Testing. - Serdar Kadioglu (CoRR, 2017)

MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python. - Emily Strong; Bernard Kleynhans; Serdar Kadioglu (ICTAI, 2019)

Bayesian Deep Learning Based Exploration-Exploitation for Personalized Recommendations. - Xin Wang; Serdar Kadioglu (ICTAI, 2019)

Core group placement: allocation and provisioning of heterogeneous resources. - Serdar Kadioglu (EURO J. Comput. Optim., 2019)

Representing the Unification of Text Featurization using a Context-Free Grammar. - Doruk Kilitçioglu; Serdar Kadioglu (AAAI, 2021)

Optimized Item Selection to Boost Exploration for Recommender Systems. - Serdar Kadioglu; Bernard Kleynhans; Xin Wang (CPAIOR, 2021)

Surrogate Ground Truth Generation to Enhance Binary Fairness Evaluation in Uplift Modeling. - Filip Michalský; Serdar Kadioglu (ICMLA, 2021)

Integrated Vehicle Routing and Monte Carlo Scheduling Approach for the Home Service Assignment, Routing, and Scheduling Problem. - Shamay G. Samuel; Enrique Areyan Viqueira; Serdar Kadioglu (CoRR, 2021)

Active Learning Meets Optimized Item Selection. - Bernard Kleynhans; Xin Wang; Serdar Kadioglu (CoRR, 2021)

MABWISER: Parallelizable Contextual Multi-armed Bandits. - Emily Strong; Bernard Kleynhans; Serdar Kadioglu (Int. J. Artif. Intell. Tools, 2021)

Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining. - Xin Wang 165; Amin Hosseininasab; Pablo Colunga; Serdar Kadioglu; Willem-Jan van Hoeve (AAAI, 2022)

Bias mitigation in recommender systems to improve diversity. - Du Cheng; Doruk Kilitçioglu; Serdar Kadioglu (CIKM Workshops, 2022)

Dichotomic Pattern Mining with Applications to Intent Prediction from Semi-Structured Clickstream Datasets. - Xin Wang; Serdar Kadioglu (CoRR, 2022)

Dichotomic Pattern Mining Integrated With Constraint Reasoning for Digital Behavior Analysis. - Sohom Ghosh; Shefali Yadav; Xin Wang; Bibhash Chakrabarty; Serdar Kadioglu (Frontiers Artif. Intell., 2022)

Non-Deterministic Behavior of Thompson Sampling with Linear Payoffs and How to Avoid It. - Doruk Kilitçioglu; Serdar Kadioglu (Trans. Mach. Learn. Res., 2022)

Read-Write-Learn: Self-Learning for Handwriting Recognition. - Adrian Boteanu; Du Cheng; Serdar Kadioglu (DocEng, 2023)

Surrogate Membership for Inferred Metrics in Fairness Evaluation. - Melinda Thielbar; Serdar Kadioglu; Chenhui Zhang; Rick Pack; Lukas Dannull (LION, 2023)

Explainable AI using expressive Boolean formulas. - Gili Rosenberg; John Kyle Brubaker; Martin J. A. Schuetz; Grant Salton; Zhihuai Zhu; Elton Yechao Zhu; Serdar Kadioglu; Sima E. Borujeni; Helmut G. Katzgraber (CoRR, 2023)

Holy Grail 2.0: From Natural Language to Constraint Models. - Dimosthenis C. Tsouros; Hélène Verhaeghe; Serdar Kadioglu; Tias Guns (CoRR, 2023)

Seq2Pat: Sequence-to-pattern generation to bridge pattern mining with machine learning. - Serdar Kadioglu; Xin Wang 165; Amin Hosseininasab; Willem-Jan van Hoeve (AI Mag., 2023)

Modeling uncertainty to improve personalized recommendations via Bayesian deep learning. - Xin Wang 165; Serdar Kadioglu (Int. J. Data Sci. Anal., 2023)

Explainable Artificial Intelligence Using Expressive Boolean Formulas. - Gili Rosenberg; John Kyle Brubaker; Martin J. A. Schuetz; Grant Salton; Zhihuai Zhu; Elton Yechao Zhu; Serdar Kadioglu; Sima E. Borujeni; Helmut G. Katzgraber (Mach. Learn. Knowl. Extr., 2023)

Building Higher-Order Abstractions from the Components of Recommender Systems. - Serdar Kadioglu; Bernard Kleynhans (AAAI, 2024)

The Design and Organization of Educational Competitions with Anonymous and Real-Time Leaderboards in Academic and Industrial Settings. - Serdar Kadioglu; Bernard Kleynhans (CoRR, 2024)

Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth. - Serdar Kadioglu; Filip Michalský (CoRR, 2024)

Scalable iterative pruning of large language and vision models using block coordinate descent. - Gili Rosenberg; John Kyle Brubaker; Martin J. A. Schuetz; Elton Yechao Zhu; Serdar Kadioglu; Sima E. Borujeni; Helmut G. Katzgraber (CoRR, 2024)

Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problem. - Junyang Cai; Serdar Kadioglu; Bistra Dilkina (CoRR, 2024)

Integrating optimized item selection with active learning for continuous exploration in recommender systems. - Serdar Kadioglu; Bernard Kleynhans; Xin Wang (Ann. Math. Artif. Intell., 2024)

Ner4Opt: named entity recognition for optimization modelling from natural language. - Serdar Kadioglu; Parag Pravin Dakle; Karthik Uppuluri; Regina Politi; Preethi Raghavan; SaiKrishna Rallabandi; Ravisutha Srinivasamurthy (Constraints An Int. J., 2024)

BoolXAI: Explainable AI Using Expressive Boolean Formulas. - Serdar Kadioglu; Elton Yechao Zhu; Gili Rosenberg; John Kyle Brubaker; Martin J. A. Schuetz; Grant Salton; Zhihuai Zhu; Helmut G. Katzgraber (AAAI, 2025)

Text2Zinc: A Cross-Domain Dataset for Modeling Optimization and Satisfaction Problems in MiniZinc. - Akash Singirikonda; Serdar Kadioglu; Karthik Uppuluri (CoRR, 2025)

ParBalans: Parallel Multi-Armed Bandits-based Adaptive Large Neighborhood Search. - Alican Yilmaz; Junyang Cai; Serdar Kadioglu; Bistra Dilkina (CoRR, 2025)