Paul Hofman

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 8

Top Topics

Partially Labeled Data

Conformal Prediction

Multiple Instance

Conditional Entropy

Top Venues

Medical Image Anal.

Publications

Yusuf Sale, Paul Hofman, Lisa Wimmer, Eyke Hüllermeier, Thomas Nagler
Second-Order Uncertainty Quantification: Variance-Based Measures. CoRR (2024)
Yusuf Sale, Paul Hofman, Timo Löhr, Lisa Wimmer, Thomas Nagler, Eyke Hüllermeier
Label-wise Aleatoric and Epistemic Uncertainty Quantification. CoRR (2024)
Paul Hofman, Yusuf Sale, Eyke Hüllermeier
Quantifying Aleatoric and Epistemic Uncertainty with Proper Scoring Rules. CoRR (2024)
Lisa Wimmer, Yusuf Sale, Paul Hofman, Bernd Bischl, Eyke Hüllermeier
Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures? UAI (2023)
Paul Tourniaire, Marius Ilie, Paul Hofman, Nicholas Ayache, Hervé Delingette
MS-CLAM: Mixed supervision for the classification and localization of tumors in Whole Slide Images. Medical Image Anal. 85 (2023)
Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier
Conformal Prediction with Partially Labeled Data. CoRR (2023)
Alireza Javanmardi, Yusuf Sale, Paul Hofman, Eyke Hüllermeier
Conformal Prediction with Partially Labeled Data. COPA (2023)
Paul Tourniaire, Marius Ilie, Paul Hofman, Nicholas Ayache, Herve Delingette
Attention-based Multiple Instance Learning with Mixed Supervision on the Camelyon16 Dataset. COMPAY@MICCAI (2021)
Sylvain Housseman, Nabil Absi, Stéphane Dauzère-Pérès, Christian Chabannon, Paul Hofman
Simulation as a Decision Support Tool - Estimating the Impacts of using RFID Technologies within Biobanks. HEALTHINF (2009)