Contextual Combinatorial Volatile Multi-armed Bandit with Adaptive Discretization. - Andi Nika; Sepehr Elahi; Cem Tekin (AISTATS, 2020)

Contextual Combinatorial Volatile Bandits via Gaussian Processes. - Andi Nika; Sepehr Elahi; Cem Tekin (CoRR, 2021)

Contextual Combinatorial Volatile Bandits with Satisfying via Gaussian Processes. - Sepehr Elahi; Baran Atalar; Sevda Ögüt; Cem Tekin (CoRR, 2021)

Feedback Adaptive Learning for Medical and Educational Application Recommendation. - Cem Tekin; Sepehr Elahi; Mihaela van der Schaar (IEEE Trans. Serv. Comput., 2022)

Contextual Combinatorial Multi-output GP Bandits with Group Constraints. - Sepehr Elahi; Baran Atalar; Sevda Ögüt; Cem Tekin (Trans. Mach. Learn. Res., 2023)

Online Context-Aware Task Assignment in Mobile Crowdsourcing via Adaptive Discretization. - Sepehr Elahi; Andi Nika; Cem Tekin (IEEE Trans. Netw. Sci. Eng., 2023)

Fast Proxy Experiment Design for Causal Effect Identification. - Sepehr Elahi; Sina Akbari; Jalal Etesami; Negar Kiyavash; Patrick Thiran (NeurIPS, 2024)

Recursive Causal Discovery. - Ehsan Mokhtarian; Sepehr Elahi; Sina Akbari; Negar Kiyavash (CoRR, 2024)

Beyond Grids: Multi-objective Bayesian Optimization With Adaptive Discretization. - Andi Nika; Sepehr Elahi; Çagin Ararat; Cem Tekin (Trans. Mach. Learn. Res., 2025)

Learn to Vaccinate: Combining Structure Learning and Effective Vaccination for Epidemic and Outbreak Control. - Sepehr Elahi; Paula Mürmann; Patrick Thiran (CoRR, 2025)