1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Geometry-Aware Uncertainty Quantification via Conformal Prediction on Manifolds
Marzieh Amiri Shahbazi, Ali Baheri
Conformal prediction gives finite-sample coverage guarantees for regression, but most standard constructions are designed for Euclidean output spaces. When the response lies on a R…
cs.LG2026
Adaptive Conformal Prediction via Bayesian Uncertainty Weighting for Hierarchical Healthcare Data
Marzieh Amiri Shahbazi, Ali Baheri, Nasibeh Azadeh-Fard
Clinical decision-making demands uncertainty quantification that provides both distribution-free coverage guarantees and risk-adaptive precision, requirements that existing methods…
math.ST2025★ 1 cited
Multi-Scale Conformal Prediction: A Theoretical Framework with Coverage Guarantees
Ali Baheri, Marzieh Amiri Shahbazi
We propose a multi-scale extension of conformal prediction, an approach that constructs prediction sets with finite-sample coverage guarantees under minimal statistical assumptions…