Serdar Kadioglu
Brown University
H-index: 13
North America-United States
Top articles of Serdar Kadioglu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The Design and Organization of Educational Competitions with Anonymous and Real-Time Leaderboards in Academic and Industrial Settings | arXiv preprint arXiv:2402.07936 | Serdar Kadıoğlu Bernard Kleynhans | 2024/2/7 |
Mab2Rec: Contextual Multi-Armed Bandits for Recommender Systems | Serdar Kadıoglu | 2024 | |
Integrating optimized item selection with active learning for continuous exploration in recommender systems | Annals of Mathematics and Artificial Intelligence | Serdar Kadıoğlu Bernard Kleynhans Xin Wang | 2024/4/5 |
Building higher-order abstractions from the components of recommender systems | Proceedings of the AAAI Conference on Artificial Intelligence | Serdar Kadıoğlu Bernard Kleynhans | 2024/3/24 |
Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth | arXiv preprint arXiv:2403.12069 | Serdar Kadioglu Filip Michalsky | 2024/2/12 |
Modeling uncertainty to improve personalized recommendations via Bayesian deep learning | International Journal of Data Science and Analytics | Xin Wang Serdar Kadıoğlu | 2023/8 |
Surrogate Membership for Inferred Metrics in Fairness Evaluation | Melinda Thielbar Serdar Kadıoğlu Chenhui Zhang Rick Pack Lukas Dannull | 2023/6/4 | |
Explainable Artificial Intelligence Using Expressive Boolean Formulas | Machine Learning and Knowledge Extraction | Gili Rosenberg John Kyle Brubaker Martin JA Schuetz Grant Salton Zhihuai Zhu | 2023/11/24 |
Ner4Opt: Named Entity Recognition for Optimization Modelling from Natural Language | Parag Pravin Dakle Serdar Kadıoğlu Karthik Uppuluri Regina Politi Preethi Raghavan | 2023/5/23 | |
Determining future user actions using time-based featurization of clickstream data | 2023/10/24 | ||
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning | AI Magazine | Serdar Kadıoğlu Xin Wang Amin Hosseininasab Willem‐Jan van Hoeve | 2023/3 |
Read-Write-Learn: Self-Learning for Handwriting Recognition | Adrian Boteanu Du Cheng Serdar Kadioğlu | 2023/8/22 | |
Holy Grail 2.0: From Natural Language to Constraint Models | arXiv preprint arXiv:2308.01589 | Dimos Tsouros Hélène Verhaeghe Serdar Kadıoğlu Tias Guns | 2023/8/3 |
Dichotomic pattern mining integrated with constraint reasoning for digital behavior analysis | Frontiers in Artificial Intelligence | Sohom Ghosh Shefali Yadav Xin Wang Bibhash Chakrabarty Serdar Kadıoğlu | 2022 |
Surrogate ground truth generation in artificial intelligence based marketing campaigns | 2022/6/16 | ||
Digital content classification and recommendation based upon artificial intelligence reinforcement learning | 2022/6/14 | ||
Dichotomic pattern mining with applications to intent prediction from semi-structured clickstream datasets | arXiv preprint arXiv:2201.09178 | Xin Wang Serdar Kadioglu | 2022/1/23 |
Bias mitigation in recommender systems to improve diversity | Doruk Kilitçioğlu Du Cheng Serdar Kadıoğlu | 2022 | |
Non-deterministic behavior of Thompson Sampling with linear payoffs and how to avoid It | Transactions on Machine Learning Research | Doruk Kilitçioğlu Serdar Kadıoğlu | 2022 |
Seq2Pat: Sequence-to-pattern generation for constraint-based sequential pattern mining | Proceedings of the AAAI Conference on Artificial Intelligence | Xin Wang Amin Hosseininasab Pablo Colunga Serdar Kadıoğlu Willem-Jan van Hoeve | 2022/6/28 |
Co-Authors
