Serdar Kadioglu

61 papers A* 8A 9B 7C 1Journal 32Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problems. IJCAI Junyang Cai, Serdar Kadioglu, Bistra Dilkina
2025	A*	`conf`	BoolXAI: Explainable AI Using Expressive Boolean Formulas. AAAI Serdar Kadioglu, Elton Yechao Zhu, Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Helmut G. Katzgraber
2025	J	`jnl`	FORGE: Foundational Optimization Representations from Graph Embeddings. CoRR Zohair Shafi, Serdar Kadioglu
2025	J	`jnl`	Global Constraint LLM Agents for Text-to-Model Translation. CoRR Junyang Cai, Serdar Kadioglu, Bistra Dilkina
2025	J	`jnl`	Introduction to the special issue on innovative applications of artificial intelligence (IAAI 2025). AI Mag. Serdar Kadioglu, Sean McGregor, Jan Seyler
2025	J	`jnl`	Open-source AI at scale: Establishing an enterprise AI strategy through modular frameworks. AI Mag. Serdar Kadioglu
2025	J	`jnl`	ParBalans: Parallel Multi-Armed Bandits-based Adaptive Large Neighborhood Search. CoRR Alican Yilmaz, Junyang Cai, Serdar Kadioglu, Bistra Dilkina
2025	J	`jnl`	Surrogate Modeling to Address the Absence of Protected Membership Attributes in Fairness Evaluation. ACM Trans. Evol. Learn. Optim. Serdar Kadioglu, Melinda Thielbar
2025	J	`jnl`	Text2Zinc: A Cross-Domain Dataset for Modeling Optimization and Satisfaction Problems in MiniZinc. CoRR Akash Singirikonda, Serdar Kadioglu, Karthik Uppuluri
2024	J	`jnl`	Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problem. CoRR Junyang Cai, Serdar Kadioglu, Bistra Dilkina
2024	A*	`conf`	Building Higher-Order Abstractions from the Components of Recommender Systems. AAAI Serdar Kadioglu, Bernard Kleynhans
2024	J	`jnl`	Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth. CoRR Serdar Kadioglu, Filip Michalský
2024	J	`jnl`	Integrating optimized item selection with active learning for continuous exploration in recommender systems. Ann. Math. Artif. Intell. Serdar Kadioglu, Bernard Kleynhans, Xin Wang
2024	J	`jnl`	Ner4Opt: named entity recognition for optimization modelling from natural language. Constraints An Int. J. Serdar Kadioglu, Parag Pravin Dakle, Karthik Uppuluri, Regina Politi, Preethi Raghavan, SaiKrishna Rallabandi, Ravisutha Srinivasamurthy
2024	J	`jnl`	Scalable iterative pruning of large language and vision models using block coordinate descent. CoRR Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber
2024	J	`jnl`	The Design and Organization of Educational Competitions with Anonymous and Real-Time Leaderboards in Academic and Industrial Settings. CoRR Serdar Kadioglu, Bernard Kleynhans
2023	J	`jnl`	Explainable AI using expressive Boolean formulas. CoRR Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber
2023	J	`jnl`	Explainable Artificial Intelligence Using Expressive Boolean Formulas. Mach. Learn. Knowl. Extr. Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber
2023	J	`jnl`	Holy Grail 2.0: From Natural Language to Constraint Models. CoRR Dimosthenis C. Tsouros, Hélène Verhaeghe, Serdar Kadioglu, Tias Guns
2023	J	`jnl`	Modeling uncertainty to improve personalized recommendations via Bayesian deep learning. Int. J. Data Sci. Anal. Xin Wang, Serdar Kadioglu
2023	B	`conf`	Ner4Opt: Named Entity Recognition for Optimization Modelling from Natural Language. CPAIOR Parag Pravin Dakle, Serdar Kadioglu, Karthik Uppuluri, Regina Politi, Preethi Raghavan, SaiKrishna Rallabandi, Ravisutha Srinivasamurthy
2023	B	`conf`	Read-Write-Learn: Self-Learning for Handwriting Recognition. DocEng Adrian Boteanu, Du Cheng, Serdar Kadioglu
2023	J	`jnl`	Seq2Pat: Sequence-to-pattern generation to bridge pattern mining with machine learning. AI Mag. Serdar Kadioglu, Xin Wang, Amin Hosseininasab, Willem-Jan van Hoeve
2023	—	`conf`	Surrogate Membership for Inferred Metrics in Fairness Evaluation. LION Melinda Thielbar, Serdar Kadioglu, Chenhui Zhang, Rick Pack, Lukas Dannull
2022	—	`conf`	Bias mitigation in recommender systems to improve diversity. CIKM Workshops Du Cheng, Doruk Kilitçioglu, Serdar Kadioglu
2022	J	`jnl`	Dichotomic Pattern Mining Integrated With Constraint Reasoning for Digital Behavior Analysis. Frontiers Artif. Intell. Sohom Ghosh, Shefali Yadav, Xin Wang, Bibhash Chakrabarty, Serdar Kadioglu
2022	J	`jnl`	Dichotomic Pattern Mining with Applications to Intent Prediction from Semi-Structured Clickstream Datasets. CoRR Xin Wang, Serdar Kadioglu
2022	J	`jnl`	Non-Deterministic Behavior of Thompson Sampling with Linear Payoffs and How to Avoid It. Trans. Mach. Learn. Res. Doruk Kilitçioglu, Serdar Kadioglu
2022	A*	`conf`	Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining. AAAI Xin Wang, Amin Hosseininasab, Pablo Colunga, Serdar Kadioglu, Willem-Jan van Hoeve
2021	J	`jnl`	Active Learning Meets Optimized Item Selection. CoRR Bernard Kleynhans, Xin Wang, Serdar Kadioglu
2021	J	`jnl`	Integrated Vehicle Routing and Monte Carlo Scheduling Approach for the Home Service Assignment, Routing, and Scheduling Problem. CoRR Shamay G. Samuel, Enrique Areyan Viqueira, Serdar Kadioglu
2021	J	`jnl`	MABWISER: Parallelizable Contextual Multi-armed Bandits. Int. J. Artif. Intell. Tools Emily Strong, Bernard Kleynhans, Serdar Kadioglu
2021	B	`conf`	Optimized Item Selection to Boost Exploration for Recommender Systems. CPAIOR Serdar Kadioglu, Bernard Kleynhans, Xin Wang
2021	A*	`conf`	Representing the Unification of Text Featurization using a Context-Free Grammar. AAAI Doruk Kilitçioglu, Serdar Kadioglu
2021	C	`conf`	Surrogate Ground Truth Generation to Enhance Binary Fairness Evaluation in Uplift Modeling. ICMLA Filip Michalský, Serdar Kadioglu
2019	B	`conf`	Bayesian Deep Learning Based Exploration-Exploitation for Personalized Recommendations. ICTAI Xin Wang, Serdar Kadioglu
2019	J	`jnl`	Core group placement: allocation and provisioning of heterogeneous resources. EURO J. Comput. Optim. Serdar Kadioglu
2019	B	`conf`	MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python. ICTAI Emily Strong, Bernard Kleynhans, Serdar Kadioglu
2017	J	`jnl`	Column Generation for Interaction Coverage in Combinatorial Software Testing. CoRR Serdar Kadioglu
2017	—	`conf`	Learning a Reactive Restart Strategy to Improve Stochastic Search. LION Serdar Kadioglu, Meinolf Sellmann, Markus Wagner
2016	A	`conf`	Availability Optimization in Cloud-Based In-Memory Data Grids. CP Samir Sebbah, Claire Bagley, Mike Colena, Serdar Kadioglu
2016	J	`jnl`	DASH: Dynamic Approach for Switching Heuristics. Eur. J. Oper. Res. Giovanni M. Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky
2016	B	`conf`	Heterogeneous resource allocation in Cloud Management. NCA Serdar Kadioglu, Mike Colena, Samir Sebbah
2015	J	`jnl`	Efficient search procedures for solving combinatorial problems. Constraints An Int. J. Serdar Kadioglu
2015	J	`jnl`	Feature selection methods and their combinations in high-dimensional classification of speaker likability, intelligibility and personality traits. Comput. Speech Lang. Jouni Pohjalainen, Okko Räsänen, Serdar Kadioglu
2015	A	`conf`	Optimizing the Cloud Service Experience Using Constraint Programming. CP Serdar Kadioglu, Mike Colena, Steven Huberman, Claire Bagley
2014	A*	`conf`	Parallel Restarted Search. AAAI André A. Ciré, Serdar Kadioglu, Meinolf Sellmann
2014	J	`jnl`	Transformation-based Feature Computation for Algorithm Portfolios. CoRR Barry Hurley, Serdar Kadioglu, Yuri Malitsky, Barry O'Sullivan
2013	J	`jnl`	DASH: Dynamic Approach for Switching Heuristics. CoRR Giovanni M. Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky
2012	—	`—`	Efficient Search Procedures for Solving Combinatorial Problems. Serdar Kadioglu
2012	A	`conf`	Feature Selection for Speaker Traits. INTERSPEECH Jouni Pohjalainen, Serdar Kadioglu, Okko Räsänen
2012	A*	`conf`	Non-Model-Based Search Guidance for Set Partitioning Problems. AAAI Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann
2011	A	`conf`	Algorithm Selection and Scheduling. CP Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
2011	A	`conf`	Incorporating Variance in Impact-Based Search. CP Serdar Kadioglu, Eoin O'Mahony, Philippe Refalo, Meinolf Sellmann
2010	J	`jnl`	Grammar constraints. Constraints An Int. J. Serdar Kadioglu, Meinolf Sellmann
2010	A	`conf`	ISAC - Instance-Specific Algorithm Configuration. ECAI Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney
2010	B	`conf`	Upper Bounds on the Number of Solutions of Binary Integer Programs. CPAIOR Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann
2009	A	`conf`	Dialectic Search. CP Serdar Kadioglu, Meinolf Sellmann
2009	A	`conf`	Same-Relation Constraints. CP Christopher Jefferson, Serdar Kadioglu, Karen E. Petrie, Meinolf Sellmann, Stanislav Zivný
2008	A	`conf`	Dichotomic Search Protocols for Constrained Optimization. CP Meinolf Sellmann, Serdar Kadioglu
2008	A*	`conf`	Efficient Context-Free Grammar Constraints. AAAI Serdar Kadioglu, Meinolf Sellmann