2 citations · 2 across the 2 of their papers we have counts for
3 papers
stat.ML2026
Identifiable Markov Switching Models with Instantaneous Effects and Exponential Families
Roel Hulsman, Carles Balsells-Rodas, Sara Magliacane
Temporal systems often exhibit non-stationary behaviour, such as seasonal climate variation or glucose fluctuations in patients with type-1 diabetes. One way to model non-stationar…
cs.CV2024
Conformal Risk Control for Pulmonary Nodule Detection
Roel Hulsman, Valentin Comte, Lorenzo Bertolini +3
Quantitative tools are increasingly appealing for decision support in healthcare, driven by the growing capabilities of advanced AI systems. However, understanding the predictive u…
stat.ML2022★ 2 cited
Distribution-Free Finite-Sample Guarantees and Split Conformal Prediction
Roel Hulsman
Modern black-box predictive models are often accompanied by weak performance guarantees that only hold asymptotically in the size of the dataset or require strong parametric assump…