AUTOMATED MODEL LINEAGE INFERENCE

A computer-implemented method, a computer program product, and a computer system for automated model lineage inference. A computer system identifies training datasets which is used to train a machine learning model. A computer system identifies parent datasets from which the training datasets are de...

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Bibliographic Details
Main Authors Bhide, Manish Anand, Gupta, Nitin, Chandrahasan, Rajmohan, Rajput, Kriti, GUPTA, HIMANSHU, Mehta, Sameep, Tucker, Emma Rose
Format Patent
LanguageEnglish
Published 14.09.2023
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Summary:A computer-implemented method, a computer program product, and a computer system for automated model lineage inference. A computer system identifies training datasets which is used to train a machine learning model. A computer system identifies parent datasets from which the training datasets are derived. A computer system identifies associated feature transformations when the training datasets are derived from the parent datasets.
Bibliography:Application Number: US202217654411