公开(公告)号：US20240134884A1

公开(公告)日：2024-04-25

申请号：US18395311

申请日：2023-12-22

Applicant: Intel Corporation

Inventor： Chendi Xue ,  Jian Zhang ,  Poovaiah Manavattira Palangappa ,  Rita Brugarolas Brufau ,  Ke Ding ,  Ravi H. Motwani ,  Xinyao Wang ,  Yu Zhou ,  Aasavari Dhananjay Kakne

IPC: G06F16/28 ,  G06F16/23

CPC classification number: G06F16/285 ,  G06F16/23

Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed to preserve privacy in a user dataset including interface circuitry, machine readable instructions, and programmable circuitry to determine a data usage type for each one of a plurality of user data features in a first dataset, classify the data usage type associated with each user data feature of the plurality of user data feature into a feature category, apply at least one feature engineering mechanism to feature categories of the data usage types of the plurality of user data features, select, based on application of feature engineering, a subset of the plurality of user data features for a feature selection training model, and output a second dataset based on the subset of the plurality of user data for the feature selection training model, the second dataset to include fewer user data features than the first dataset.

公开(公告)号：US20240119287A1

公开(公告)日：2024-04-11

申请号：US18545762

申请日：2023-12-19

Applicant: Intel Corporation

Inventor： Ravi H. Motwani ,  Ke Ding ,  Jian Zhang ,  Chendi Xue ,  Poovaiah Manavattira Palangappa ,  Rita Brugarolas Brufau ,  Xinyao Wang ,  Yu Zhou ,  Aasavari Dhananjay Kakne

IPC: G06N3/08

CPC classification number: G06N3/08

Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed that include interface circuitry, machine readable instructions, and programmable circuitry to at least one of instantiate or execute the machine readable instructions to associate first datapoints of a first feature with a first node, associate second datapoints of a second feature with a second node, construct a graph from the first datapoints and the second datapoints, and perform a comparison of a graph accuracy with a baseline accuracy.