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ORCIDSerdar Kadioglu
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Books and Theses
- 2012
[b1]Serdar Kadioglu:
Efficient Search Procedures for Solving Combinatorial Problems. Brown University, USA, 2012
Journal Articles
- 2023
- [j11]Serdar Kadioglu, Xin Wang
, Amin Hosseininasab, Willem-Jan van Hoeve:
Seq2Pat: Sequence-to-pattern generation to bridge pattern mining with machine learning. AI Mag. 44(1): 54-66 (2023) - [j10]Xin Wang, Serdar Kadioglu:
Modeling uncertainty to improve personalized recommendations via Bayesian deep learning. Int. J. Data Sci. Anal. 16(2): 191-201 (2023) - [j9]Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber:
Explainable Artificial Intelligence Using Expressive Boolean Formulas. Mach. Learn. Knowl. Extr. 5(4): 1760-1795 (2023) - 2022
- [j8]Sohom Ghosh, Shefali Yadav, Xin Wang, Bibhash Chakrabarty, Serdar Kadioglu:
Dichotomic Pattern Mining Integrated With Constraint Reasoning for Digital Behavior Analysis. Frontiers Artif. Intell. 5 (2022) - [j7]Doruk Kilitçioglu, Serdar Kadioglu:
Non-Deterministic Behavior of Thompson Sampling with Linear Payoffs and How to Avoid It. Trans. Mach. Learn. Res. 2022 (2022) - 2021
- [j6]Emily Strong, Bernard Kleynhans, Serdar Kadioglu:
MABWISER: Parallelizable Contextual Multi-armed Bandits. Int. J. Artif. Intell. Tools 30(4): 2150021:1-2150021:19 (2021) - 2019
- [j5]Serdar Kadioglu:
Core group placement: allocation and provisioning of heterogeneous resources. EURO J. Comput. Optim. 7(3): 243-264 (2019) - 2016
- [j4]Giovanni M. Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky:
DASH: Dynamic Approach for Switching Heuristics. Eur. J. Oper. Res. 248(3): 943-953 (2016) - 2015
- [j3]Serdar Kadioglu:
Efficient search procedures for solving combinatorial problems. Constraints An Int. J. 20(4): 475-476 (2015) - [j2]Jouni Pohjalainen, Okko Räsänen, Serdar Kadioglu:
Feature selection methods and their combinations in high-dimensional classification of speaker likability, intelligibility and personality traits. Comput. Speech Lang. 29(1): 145-171 (2015) - 2010
- [j1]Serdar Kadioglu, Meinolf Sellmann:
Grammar constraints. Constraints An Int. J. 15(1): 117-144 (2010)
Conference and Workshop Papers
- 2024
- [c26]Serdar Kadioglu, Bernard Kleynhans:
Building Higher-Order Abstractions from the Components of Recommender Systems. AAAI 2024: 22998-23004 - 2023
- [c25]Parag Pravin Dakle, Serdar Kadioglu, Karthik Uppuluri, Regina Politi, Preethi Raghavan, SaiKrishna Rallabandi, Ravisutha Srinivasamurthy:
Ner4Opt: Named Entity Recognition for Optimization Modelling from Natural Language. CPAIOR 2023: 299-319 - [c24]Adrian Boteanu, Du Cheng, Serdar Kadioglu:
Read-Write-Learn: Self-Learning for Handwriting Recognition. DocEng 2023: 21:1-21:4 - [c23]Melinda Thielbar, Serdar Kadioglu, Chenhui Zhang, Rick Pack, Lukas Dannull:
Surrogate Membership for Inferred Metrics in Fairness Evaluation. LION 2023: 424-442 - 2022
- [c22]Xin Wang, Amin Hosseininasab, Pablo Colunga, Serdar Kadioglu, Willem-Jan van Hoeve:
Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining. AAAI 2022: 12665-12671 - [c21]Du Cheng, Doruk Kilitçioglu, Serdar Kadioglu:
Bias mitigation in recommender systems to improve diversity. CIKM Workshops 2022 - 2021
- [c20]Doruk Kilitçioglu, Serdar Kadioglu:
Representing the Unification of Text Featurization using a Context-Free Grammar. AAAI 2021: 15439-15445 - [c19]Serdar Kadioglu, Bernard Kleynhans, Xin Wang:
Optimized Item Selection to Boost Exploration for Recommender Systems. CPAIOR 2021: 427-445 - [c18]Filip Michalský, Serdar Kadioglu:
Surrogate Ground Truth Generation to Enhance Binary Fairness Evaluation in Uplift Modeling. ICMLA 2021: 1654-1659 - 2019
- [c17]Emily Strong, Bernard Kleynhans, Serdar Kadioglu:
MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python. ICTAI 2019: 909-914 - [c16]Xin Wang, Serdar Kadioglu:
Bayesian Deep Learning Based Exploration-Exploitation for Personalized Recommendations. ICTAI 2019: 1715-1719 - 2017
- [c15]Serdar Kadioglu, Meinolf Sellmann, Markus Wagner:
Learning a Reactive Restart Strategy to Improve Stochastic Search. LION 2017: 109-123 - 2016
- [c14]Samir Sebbah, Claire Bagley, Mike Colena, Serdar Kadioglu:
Availability Optimization in Cloud-Based In-Memory Data Grids. CP 2016: 666-679 - [c13]Serdar Kadioglu, Mike Colena, Samir Sebbah:
Heterogeneous resource allocation in Cloud Management. NCA 2016: 35-38 - 2015
- [c12]Serdar Kadioglu, Mike Colena, Steven Huberman, Claire Bagley:
Optimizing the Cloud Service Experience Using Constraint Programming. CP 2015: 627-637 - 2014
- [c11]André A. Ciré, Serdar Kadioglu, Meinolf Sellmann:
Parallel Restarted Search. AAAI 2014: 842-848 - 2012
- [c10]Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann:
Non-Model-Based Search Guidance for Set Partitioning Problems. AAAI 2012: 493-498 - [c9]Jouni Pohjalainen, Serdar Kadioglu, Okko Räsänen:
Feature Selection for Speaker Traits. INTERSPEECH 2012: 270-273 - 2011
- [c8]Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann:
Algorithm Selection and Scheduling. CP 2011: 454-469 - [c7]Serdar Kadioglu, Eoin O'Mahony, Philippe Refalo, Meinolf Sellmann:
Incorporating Variance in Impact-Based Search. CP 2011: 470-477 - 2010
- [c6]Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann:
Upper Bounds on the Number of Solutions of Binary Integer Programs. CPAIOR 2010: 203-218 - [c5]Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney:
ISAC - Instance-Specific Algorithm Configuration. ECAI 2010: 751-756 - 2009
- [c4]Christopher Jefferson, Serdar Kadioglu, Karen E. Petrie, Meinolf Sellmann, Stanislav Zivný:
Same-Relation Constraints. CP 2009: 470-485 - [c3]Serdar Kadioglu, Meinolf Sellmann:
Dialectic Search. CP 2009: 486-500 - 2008
- [c2]Serdar Kadioglu, Meinolf Sellmann:
Efficient Context-Free Grammar Constraints. AAAI 2008: 310-316 - [c1]Meinolf Sellmann, Serdar Kadioglu:
Dichotomic Search Protocols for Constrained Optimization. CP 2008: 251-265
Informal and Other Publications
- 2024
- [i10]Serdar Kadioglu, Bernard Kleynhans:
The Design and Organization of Educational Competitions with Anonymous and Real-Time Leaderboards in Academic and Industrial Settings. CoRR abs/2402.07936 (2024) - [i9]Serdar Kadioglu, Filip Michalský:
Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth. CoRR abs/2403.12069 (2024) - 2023
- [i8]Gili Rosenberg, John Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber:
Explainable AI using expressive Boolean formulas. CoRR abs/2306.03976 (2023) - [i7]Dimosthenis C. Tsouros, Hélène Verhaeghe, Serdar Kadioglu, Tias Guns:
Holy Grail 2.0: From Natural Language to Constraint Models. CoRR abs/2308.01589 (2023) - 2022
- [i6]Xin Wang, Serdar Kadioglu:
Dichotomic Pattern Mining with Applications to Intent Prediction from Semi-Structured Clickstream Datasets. CoRR abs/2201.09178 (2022) - 2021
- [i5]Shamay G. Samuel, Enrique Areyan Viqueira, Serdar Kadioglu:
Integrated Vehicle Routing and Monte Carlo Scheduling Approach for the Home Service Assignment, Routing, and Scheduling Problem. CoRR abs/2106.16176 (2021) - [i4]Bernard Kleynhans, Xin Wang, Serdar Kadioglu:
Active Learning Meets Optimized Item Selection. CoRR abs/2112.03105 (2021) - 2017
- [i3]Serdar Kadioglu:
Column Generation for Interaction Coverage in Combinatorial Software Testing. CoRR abs/1712.07081 (2017) - 2014
- [i2]Barry Hurley, Serdar Kadioglu, Yuri Malitsky, Barry O'Sullivan:
Transformation-based Feature Computation for Algorithm Portfolios. CoRR abs/1401.2474 (2014) - 2013
- [i1]Giovanni M. Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky:
DASH: Dynamic Approach for Switching Heuristics. CoRR abs/1307.4689 (2013)
Coauthor Index
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