Patent ID: 11868900
Assignee: UNLEARN.AI, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A non-transitory machine readable medium containing processor instructions for generating representations of inputs with missing values, where execution of the instructions by a processor causes the processor to perform a process that comprises:
receiving an input comprising a set of one or more values for a plurality of features, wherein the set of values for at least one of the plurality of features comprises values for each of a plurality of points in time;
identifying a missingness pattern of the input, wherein the missingness pattern for the at least one feature indicates whether the set of values is missing a value for each of the plurality of points in time;
determining a set of one or more transformation weights based on the missingness pattern; and
transforming the input based on the determined transformation weights.