Serdar Kadioglu

According to our database, Serdar Kadioglu authored at least 47 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth.

Serdar Kadioglu, Filip Michalský

CoRR, 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

Building Higher-Order Abstractions from the Components of Recommender Systems.

Serdar Kadioglu, Bernard Kleynhans

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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., December, 2023

Modeling uncertainty to improve personalized recommendations via Bayesian deep learning.

Xin Wang, Serdar Kadioglu

Int. J. Data Sci. Anal., August, 2023

Seq2Pat: Sequence-to-pattern generation to bridge pattern mining with machine learning.

Serdar Kadioglu, Xin Wang, Amin Hosseininasab, Willem-Jan van Hoeve

AI Mag., March, 2023

Holy Grail 2.0: From Natural Language to Constraint Models.

Dimosthenis C. Tsouros, Hélène Verhaeghe, Serdar Kadioglu, Tias Guns

CoRR, 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

Surrogate Membership for Inferred Metrics in Fairness Evaluation.

Melinda Thielbar, Serdar Kadioglu, Chenhui Zhang, Rick Pack, Lukas Dannull

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

Read-Write-Learn: Self-Learning for Handwriting Recognition.

Adrian Boteanu, Du Cheng, Serdar Kadioglu

Proceedings of the ACM Symposium on Document Engineering 2023, 2023

Ner4Opt: Named Entity Recognition for Optimization Modelling from Natural Language.

Parag Pravin Dakle, Serdar Kadioglu, Karthik Uppuluri, Regina Politi, Preethi Raghavan, SaiKrishna Rallabandi, Ravisutha Srinivasamurthy

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2023

2022

Non-Deterministic Behavior of Thompson Sampling with Linear Payoffs and How to Avoid It.

Doruk Kilitçioglu, Serdar Kadioglu

Trans. Mach. Learn. Res., 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

Dichotomic Pattern Mining with Applications to Intent Prediction from Semi-Structured Clickstream Datasets.

Xin Wang, Serdar Kadioglu

CoRR, 2022

Bias mitigation in recommender systems to improve diversity.

Du Cheng, Doruk Kilitçioglu, Serdar Kadioglu

Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining.

Xin Wang, Amin Hosseininasab, Pablo Colunga, Serdar Kadioglu, Willem-Jan van Hoeve

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

MABWISER: Parallelizable Contextual Multi-armed Bandits.

Emily Strong, Bernard Kleynhans, Serdar Kadioglu

Int. J. Artif. Intell. Tools, 2021

Active Learning Meets Optimized Item Selection.

Bernard Kleynhans, Xin Wang, Serdar Kadioglu

CoRR, 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

Surrogate Ground Truth Generation to Enhance Binary Fairness Evaluation in Uplift Modeling.

Filip Michalský, Serdar Kadioglu

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Optimized Item Selection to Boost Exploration for Recommender Systems.

Serdar Kadioglu, Bernard Kleynhans, Xin Wang

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2021

Representing the Unification of Text Featurization using a Context-Free Grammar.

Doruk Kilitçioglu, Serdar Kadioglu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Core group placement: allocation and provisioning of heterogeneous resources.

Serdar Kadioglu

EURO J. Comput. Optim., 2019

Bayesian Deep Learning Based Exploration-Exploitation for Personalized Recommendations.

Xin Wang, Serdar Kadioglu

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python.

Emily Strong, Bernard Kleynhans, Serdar Kadioglu

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2017

Column Generation for Interaction Coverage in Combinatorial Software Testing.

Serdar Kadioglu

CoRR, 2017

Learning a Reactive Restart Strategy to Improve Stochastic Search.

Serdar Kadioglu, Meinolf Sellmann, Markus Wagner

Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

2016

DASH: Dynamic Approach for Switching Heuristics.

Giovanni M. Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky

Eur. J. Oper. Res., 2016

Heterogeneous resource allocation in Cloud Management.

Serdar Kadioglu, Mike Colena, Samir Sebbah

Proceedings of the 15th IEEE International Symposium on Network Computing and Applications, 2016

Availability Optimization in Cloud-Based In-Memory Data Grids.

Samir Sebbah, Claire Bagley, Mike Colena, Serdar Kadioglu

Proceedings of the Principles and Practice of Constraint Programming, 2016

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

Efficient search procedures for solving combinatorial problems.

Serdar Kadioglu

Constraints An Int. J., 2015

Optimizing the Cloud Service Experience Using Constraint Programming.

Serdar Kadioglu, Mike Colena, Steven Huberman, Claire Bagley

Proceedings of the Principles and Practice of Constraint Programming, 2015

2014

Transformation-based Feature Computation for Algorithm Portfolios.

Barry Hurley, Serdar Kadioglu, Yuri Malitsky, Barry O'Sullivan

CoRR, 2014

Parallel Restarted Search.

André A. Ciré, Serdar Kadioglu, Meinolf Sellmann

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2012

Efficient Search Procedures for Solving Combinatorial Problems.

Serdar Kadioglu

PhD thesis, 2012

Feature Selection for Speaker Traits.

Jouni Pohjalainen, Serdar Kadioglu, Okko Räsänen

Proceedings of the INTERSPEECH 2012, 2012

Non-Model-Based Search Guidance for Set Partitioning Problems.

Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Incorporating Variance in Impact-Based Search.

Serdar Kadioglu, Eoin O'Mahony, Philippe Refalo, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

Algorithm Selection and Scheduling.

Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming - CP 2011, 2011

2010

Grammar constraints.

Serdar Kadioglu, Meinolf Sellmann

Constraints An Int. J., 2010

ISAC - Instance-Specific Algorithm Configuration.

Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney

Proceedings of the ECAI 2010, 2010

Upper Bounds on the Number of Solutions of Binary Integer Programs.

Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2010

2009

Dialectic Search.

Serdar Kadioglu, Meinolf Sellmann

Proceedings of the Principles and Practice of Constraint Programming, 2009

Same-Relation Constraints.

Christopher Jefferson, Serdar Kadioglu, Karen E. Petrie, Meinolf Sellmann, Stanislav Zivný

Proceedings of the Principles and Practice of Constraint Programming, 2009

2008

Dichotomic Search Protocols for Constrained Optimization.

Meinolf Sellmann, Serdar Kadioglu

Proceedings of the Principles and Practice of Constraint Programming, 2008

Efficient Context-Free Grammar Constraints.

Serdar Kadioglu, Meinolf Sellmann

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008