| 2025 | ICML | Unified Screening for Multiple Diseases. | Yigit Narter, Alihan Hyk, Mihaela van der Schaar, Cem Tekin |
| 2024 | AISTATS | Learning the Pareto Set Under Incomplete Preferences: Pure Exploration in Vector Bandits. | Efe Mert Karagzl, Yasar Cahit Yildirim, agin Ararat, Cem Tekin |
| 2024 | ISIT | Multi-Armed Bandits with Probing. | Eray Can Elumar, Cem Tekin, Osman Yagan |
| 2023 | AISTATS | Vector Optimization with Stochastic Bandit Feedback. | agin Ararat, Cem Tekin |
| 2021 | AISTATS | Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms. | Ilker Demirel, Cem Tekin |
| 2021 | ICLR | Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning. | Alihan Hyk, Daniel Jarrett, Cem Tekin, Mihaela van der Schaar |
| 2020 | AISTATS | Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization. | Andi Nika, Sepehr Elahi, Cem Tekin |
| 2020 | INFOCOM | Online Bayesian Learning for Rate Selection in Millimeter Wave Cognitive Radio Networks. | Muhammad Anjum Qureshi, Cem Tekin |
| 2019 | AISTATS | Analysis of Thompson Sampling for Combinatorial Multi-armed Bandit with Probabilistically Triggered Arms. | Alihan Hyk, Cem Tekin |
| 2018 | AISTATS | Multi-objective Contextual Bandit Problem with Similarity Information. | Eralp Turgay, Doruk ner, Cem Tekin |
| 2016 | AAAI | Adaptive Ensemble Learning with Confidence Bounds for Personalized Diagnosis. | Cem Tekin, Jinsung Yoon, Mihaela van der Schaar |
| 2015 | AISTATS | Global Multi-armed Bandits with Hlder Continuity. | Onur Atan, Cem Tekin, Mihaela van der Schaar |
| 2015 | ICASSP | A data-driven approach for matching clinical expertise to individual cases. | Onur Atan, William Hsu, Cem Tekin, Mihaela van der Schaar |
| 2015 | ICASSP | eTutor: Online learning for personalized education. | Cem Tekin, Jonas Braun, Mihaela van der Schaar |
| 2014 | ICASSP | Bandit framework for systematic learning in wireless video-based face recognition. | Onur Atan, Cem Tekin, Mihaela van der Schaar, Yiannis Andreopoulos |
| 2014 | ICASSP | Clustering based online learning in recommender systems: A bandit approach. | Linqi Song, Cem Tekin, Mihaela van der Schaar |
| 2012 | INFOCOM | Approximately optimal adaptive learning in opportunistic spectrum access. | Cem Tekin, Mingyan Liu |
| 2011 | INFOCOM | Online learning in opportunistic spectrum access: A restless bandit approach. | Cem Tekin, Mingyan Liu |