3 papers
cs.AI2026
Belief-Space Control for Personalized Cancer Treatment via Active Inference
Deniz Sargun, H. Bugra Tulay, C. Emre Koksal
Cancer treatment is at the core a sequential decision-making problem with partial observability, latent patient heterogeneity, and explicit constraints on the budget for medical me…
eess.SP2020
Quickest Detection over Sensor Networks with Unknown Post-Change Distribution
Deniz Sargun, C. Emre Koksal
We propose a quickest change detection problem over sensor networks where both the subset of sensors undergoing a change and the local post-change distributions are unknown. Each s…
eess.SP2019
Separating an Outlier from a Change
Deniz Sargun, C. Emre Koksal
We study the change detection problem with an unknown post-change distribution. Under this constraint, the unknown change in the distribution of observations may occur in many ways…