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AssigneeMicrosoft Technology Licensing, LLC
InventorsGio Borje, Benjamin John McCann, David DiCato, Jerry Lin, Skylar Payne, Apoorv Khandelwal, Nadeem Anjum
Estimating the term…
Systems and methods for predicting feature values in a matrix are disclosed. In example embodiments, a server accesses a matrix, the matrix having multiple dimensions, one dimension of the matrix representing features, and one dimension of the matrix representing entities. The server separates the matrix into multiple submatrices along a first dimension, each submatrix including all cells in the matrix for a set of values in the first dimension. The server provides the multiple submatrices to multiple machines. The server computes, using each machine, a correlation between values in at least one second dimension of the matrix and a value for a preselected feature in the matrix, the correlation being used to predict the value for the preselected feature based on other values along the at least one second dimension. The server provides an output representing the computed correlation.
A method comprising:
The method of claim 11, wherein the prompt comprises a request to identify an account of an individual meeting the search criteria for the employment position, and wherein ranking the set of job candidates comprises ranking the set of job candidates based on one or more attributes of the identified account, the attributes comprising one or more of skills, titles, industries, current and past employers, current and past educational institutions, degrees obtained, areas of study, job function, years of experience, and businesses interacted with in a professional networking service.
A non-transitory computer-readable medium storing instructions which, when implemented by processing circuitry of one or more computers, cause the processing circuitry to perform operations comprising:
A system comprising:
Dependencies are inferred from the claim text.