grant
CAREER: Enabling Reliable Uncertainty-Aware Decision Making with Unreliable Data
NSFUS FederalResearch GrantScience FoundationIA
Description preview
With the availability of abundant data, deep learning models have advanced significantly and achieved unprecedented prediction capabilities. However, when these models are used in critical applications like medical diagnostics, it becomes crucial to measure how confident the models are in their predictions. Accurate uncertainty estimation can help…
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