公开(公告)号：US11704370B2

公开(公告)日：2023-07-18

申请号：US15959005

申请日：2018-04-20

Applicant: Microsoft Technology Licensing, LLC

Inventor： David J. Stein ,  Paul T. Ogilvie ,  Bee-Chung Chen ,  Shaunak Chatterjee ,  Priyanka Gariba ,  Ke Wu ,  Grace W. Tang ,  Yangchun Luo ,  Boyi Chen ,  Amit Yadav ,  Ruoyang Wang ,  Divya Gadde ,  Wenxuan Gao ,  Amit Chandak ,  Varnit Agnihotri ,  Wei Zhuang ,  Joel D. Young ,  Weidong Zhang

IPC: G06F16/907 ,  G06N20/00 ,  G06F9/445 ,  G06F18/214

CPC classification number: G06F16/907 ,  G06F9/44505 ,  G06F18/214 ,  G06N20/00

Abstract: The disclosed embodiments provide a system for processing data. During operation, the system obtains a feature configuration for a feature. Next, the system obtains, from the feature configuration, an anchor containing metadata for accessing the feature in an environment. The system then uses one or more attributes of the anchor to retrieve one or more feature values of the feature from the environment. Finally, the system provides the one or more feature values for use with one or more machine-learning models.

公开(公告)号：US20190325085A1

公开(公告)日：2019-10-24

申请号：US15959005

申请日：2018-04-20

Applicant: Microsoft Technology Licensing, LLC

Inventor： David J. Stein ,  Paul T. Ogilvie ,  Bee-Chung Chen ,  Shaunak Chatterjee ,  Priyanka Gariba ,  Ke Wu ,  Grace W. Tang ,  Yangchun Luo ,  Boyi Chen ,  Amit Yadav ,  Ruoyang Wang ,  Divya Gadde ,  Wenxuan Gao ,  Amit Chandak ,  Varnit Agnihotri ,  Wei Zhuang ,  Joel D. Young ,  Weidong Zhang

IPC: G06F17/30 ,  G06F9/445 ,  G06K9/62 ,  G06F15/18

Abstract: The disclosed embodiments provide a system for processing data. During operation, the system obtains a feature configuration for a feature. Next, the system obtains, from the feature configuration, an anchor containing metadata for accessing the feature in an environment. The system then uses one or more attributes of the anchor to retrieve one or more feature values of the feature from the environment. Finally, the system provides the one or more feature values for use with one or more machine-learning models.