Serdar Kadioglu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 30

Top Topics

Boolean Formula

Personalized Recommendation

Recommender Systems

Top Venues

Publications

Serdar Kadioglu, Filip Michalský
Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth. CoRR (2024)
Serdar Kadioglu, Bernard Kleynhans
Building Higher-Order Abstractions from the Components of Recommender Systems. AAAI (2024)
Serdar Kadioglu, Bernard Kleynhans
The Design and Organization of Educational Competitions with Anonymous and Real-Time Leaderboards in Academic and Industrial Settings. CoRR (2024)
Gili Rosenberg, J. 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 (2023)
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) (2023)
Dimos Tsouros, Hélène Verhaeghe, Serdar Kadioglu, Tias Guns
Holy Grail 2.0: From Natural Language to Constraint Models. CoRR (2023)
Adrian Boteanu, Du Cheng, Serdar Kadioglu
Read-Write-Learn: Self-Learning for Handwriting Recognition. DocEng (2023)
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) (2023)
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)
Xin Wang, Serdar Kadioglu
Modeling uncertainty to improve personalized recommendations via Bayesian deep learning. Int. J. Data Sci. Anal. 16 (2) (2023)
Melinda Thielbar, Serdar Kadioglu, Chenhui Zhang, Rick Pack, Lukas Dannull
Surrogate Membership for Inferred Metrics in Fairness Evaluation. LION (2023)
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)
Doruk Kilitçioglu, Serdar Kadioglu
Non-Deterministic Behavior of Thompson Sampling with Linear Payoffs and How to Avoid It. Trans. Mach. Learn. Res. 2022 (2022)
Xin Wang, Serdar Kadioglu
Dichotomic Pattern Mining with Applications to Intent Prediction from Semi-Structured Clickstream Datasets. CoRR (2022)
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)
Du Cheng, Doruk Kilitçioglu, Serdar Kadioglu
Bias mitigation in recommender systems to improve diversity. CIKM Workshops (2022)
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 (2021)
Filip Michalský, Serdar Kadioglu
Surrogate Ground Truth Generation to Enhance Binary Fairness Evaluation in Uplift Modeling. ICMLA (2021)
Emily Strong, Bernard Kleynhans, Serdar Kadioglu
MABWISER: Parallelizable Contextual Multi-armed Bandits. Int. J. Artif. Intell. Tools 30 (4) (2021)
Doruk Kilitcioglu, Serdar Kadioglu
Representing the Unification of Text Featurization using a Context-Free Grammar. AAAI (2021)
Serdar Kadioglu, Bernard Kleynhans, Xin Wang
Optimized Item Selection to Boost Exploration for Recommender Systems. CPAIOR (2021)
Bernard Kleynhans, Xin Wang, Serdar Kadioglu
Active Learning Meets Optimized Item Selection. CoRR (2021)
Xin Wang, Serdar Kadioglu
Bayesian Deep Learning Based Exploration-Exploitation for Personalized Recommendations. ICTAI (2019)
Emily Strong, Bernard Kleynhans, Serdar Kadioglu
MABWiser: A Parallelizable Contextual Multi-Armed Bandit Library for Python. ICTAI (2019)
Serdar Kadioglu
Core group placement: allocation and provisioning of heterogeneous resources. EURO J. Comput. Optim. 7 (3) (2019)
Serdar Kadioglu, Meinolf Sellmann, Markus Wagner
Learning a Reactive Restart Strategy to Improve Stochastic Search. LION (2017)
Serdar Kadioglu
Column Generation for Interaction Coverage in Combinatorial Software Testing. CoRR (2017)
Serdar Kadioglu, Mike Colena, Samir Sebbah
Heterogeneous resource allocation in Cloud Management. NCA (2016)
Samir Sebbah, Claire Bagley, Mike Colena, Serdar Kadioglu
Availability Optimization in Cloud-Based In-Memory Data Grids. CP (2016)
Giovanni Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky
DASH: Dynamic Approach for Switching Heuristics. Eur. J. Oper. Res. 248 (3) (2016)
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) (2015)
Serdar Kadioglu, Mike Colena, Steven Huberman, Claire Bagley
Optimizing the Cloud Service Experience Using Constraint Programming. CP (2015)
Serdar Kadioglu
Efficient search procedures for solving combinatorial problems. Constraints An Int. J. 20 (4) (2015)
André A. Ciré, Serdar Kadioglu, Meinolf Sellmann
Parallel Restarted Search. AAAI (2014)
Barry Hurley, Serdar Kadioglu, Yuri Malitsky, Barry O'Sullivan
Transformation-based Feature Computation for Algorithm Portfolios. CoRR (2014)
Giovanni Di Liberto, Serdar Kadioglu, Kevin Leo, Yuri Malitsky
DASH: Dynamic Approach for Switching Heuristics. CoRR (2013)
Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann
Non-Model-Based Search Guidance for Set Partitioning Problems. AAAI (2012)
Jouni Pohjalainen, Serdar Kadioglu, Okko Räsänen
Feature Selection for Speaker Traits. INTERSPEECH (2012)
Serdar Kadioglu, Yuri Malitsky, Ashish Sabharwal, Horst Samulowitz, Meinolf Sellmann
Algorithm Selection and Scheduling. CP (2011)
Serdar Kadioglu, Eoin O'Mahony, Philippe Refalo, Meinolf Sellmann
Incorporating Variance in Impact-Based Search. CP (2011)
Serdar Kadioglu, Yuri Malitsky, Meinolf Sellmann, Kevin Tierney
ISAC - Instance-Specific Algorithm Configuration. ECAI (2010)
Siddhartha Jain, Serdar Kadioglu, Meinolf Sellmann
Upper Bounds on the Number of Solutions of Binary Integer Programs. CPAIOR (2010)
Serdar Kadioglu, Meinolf Sellmann
Grammar constraints. Constraints An Int. J. 15 (1) (2010)
Christopher Jefferson, Serdar Kadioglu, Karen E. Petrie, Meinolf Sellmann, Stanislav Zivný
Same-Relation Constraints. CP (2009)
Serdar Kadioglu, Meinolf Sellmann
Dialectic Search. CP (2009)
Meinolf Sellmann, Serdar Kadioglu
Dichotomic Search Protocols for Constrained Optimization. CP (2008)
Serdar Kadioglu, Meinolf Sellmann
Efficient Context-Free Grammar Constraints. AAAI (2008)