AINeutralarXiv – CS AI · 8h ago5/10
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Statistical inference with belief functions: A survey
This academic survey examines statistical inference methods within the belief functions framework, a mathematical approach for characterizing uncertainty when insufficient data prevents traditional probability distribution learning. The work reviews key contributions to inferring belief measures from statistical data, offering theoretical foundations relevant to uncertainty quantification in data-sparse environments.