Mainly interested in Statistical ML, UQ in ML, Non-parametric inference, and foundations of Stats.
My website: https://monoxido45.github.io/
Strong results across tasks 📈
EPICSCORE adapts well to diverse settings—from regression to image classification—while improving uncertainty estimates 🔍✅
Strong results across tasks 📈
EPICSCORE adapts well to diverse settings—from regression to image classification—while improving uncertainty estimates 🔍✅
We built EPICSCORE:
✅ Works with any conformal score
✅ Adds Bayesian modeling of epistemic uncertainty
✅ Keeps all coverage guarantees
✅ Achieves asymptotic conditional coverage
We built EPICSCORE:
✅ Works with any conformal score
✅ Adds Bayesian modeling of epistemic uncertainty
✅ Keeps all coverage guarantees
✅ Achieves asymptotic conditional coverage