FIVA: Federated Inverse Variance Averaging for Universal CT Segmentation with Uncertainty Estimation

Asim Ukaye; Numan Saeed; Karthik Nandakumar

2025 MLHC MLHC 2025

FIVA: Federated Inverse Variance Averaging for Universal CT Segmentation with Uncertainty Estimation

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Asim Ukaye, Numan Saeed, Karthik Nandakumar

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Optimization & Theory > Bayesian Inference Machine Learning > Application Areas > Domain Adaptation

Keywords

federated learning model uncertainty predictive uncertainty bayesian-inspired aggregation inverse variance averaging stochastic mini-batch gradient descent

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