COST FUNCTION ENGINEERING FOR ESTIMATING UNCERTAINTY CORRELATED WITH PREDICTION ERRORS

A method and a non-transitory computer readable medium for performing a calculation in a neural network comprise: accepting a data set into the neural network; performing a calculations with the neural network using the data set, wherein the calculations use a loss function and provide an aleatoric...

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Bibliographic Details
Main Authors SZEP, Andras, PELEGRIN, Lucas, KADAYAM VISWANATHAN, Ravinath Kausik, VENKATARAMANAN, Lalitha
Format Patent
LanguageEnglish
French
German
Published 06.09.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Summary:A method and a non-transitory computer readable medium for performing a calculation in a neural network comprise: accepting a data set into the neural network; performing a calculations with the neural network using the data set, wherein the calculations use a loss function and provide an aleatoric and epistemic uncertainty that is correlated to a value; and displaying results of the calculations performed.
Bibliography:Application Number: EP20210887524