Paul Hofman

According to our database1, Paul Hofman authored at least 8 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Label-wise Aleatoric and Epistemic Uncertainty Quantification.
CoRR, 2024

Quantifying Aleatoric and Epistemic Uncertainty with Proper Scoring Rules.
CoRR, 2024

Second-Order Uncertainty Quantification: Variance-Based Measures.
CoRR, 2024

2023
MS-CLAM: Mixed supervision for the classification and localization of tumors in Whole Slide Images.
Medical Image Anal., April, 2023

Quantifying aleatoric and epistemic uncertainty in machine learning: Are conditional entropy and mutual information appropriate measures?
Proceedings of the Uncertainty in Artificial Intelligence, 2023

Conformal Prediction with Partially Labeled Data.
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

2021
Attention-based Multiple Instance Learning with Mixed Supervision on the Camelyon16 Dataset.
Proceedings of the MICCAI Workshop on Computational Pathology, 2021

2009
Simulation as a Decision Support Tool - Estimating the Impacts of using RFID Technologies within Biobanks.
Proceedings of the Second International Conference on Health Informatics, 2009


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