62 citations · 63 across the 4 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
stat.AP2025
Estimating relapse time distribution from longitudinal biomarker trajectories using iterative regression and continuous time Markov processes
Alice Cleynen, Benoîte de Saporta, Amélie Vernay
Biomarker measurements obtained by blood sampling are often used as a non-invasive means of monitoring tumour progression in cancer patients. Diseases evolve dynamically over time,…
stat.ME2025
Bridging Impulse Control of Piecewise Deterministic Markov Processes and Markov Decision Processes: Frameworks, Extensions, and Open Challenges
Alice Cleynen, Benoîte de Saporta, Orlane Rossini +2
Control theory plays a pivotal role in understanding and optimizing the behavior of complex dynamical systems across various scientific and engineering disciplines. Two key framewo…