6 citations · 6 across the 6 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
stat.ML2026
Generalized Conformal Predictive Systems Under Distributional Shifts
Jef Jonkers, Johanna Ziegel
Conformal predictive systems (CPS) output calibrated bands of CDFs under exchangeability. We extend generalized CPS to non-exchangeable settings by encoding distributional shifts t…
cs.LG2026
Proper Scoring Rules for Right-Censored Survival Data
Jef Jonkers, Glenn Van Wallendael, Luc Duchateau +1
Proper scoring rules provide a rigorous theoretical basis for the training and evaluation of probabilistic forecasts. In survival analysis, such forecasts describe the distribution…