Patents by Inventor Xiadong He

Xiadong He has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Multiple-action computational model training and operation
    Patent number: 10909450
    Abstract: A processing unit can determine a first feature value corresponding to a session by operating a first network computational model (NCM) based part on information of the session. The processing unit can determine respective second feature values corresponding to individual actions of a plurality of actions by operating a second NCM. The second NCM can use a common set of parameters in determining the second feature values. The processing unit can determine respective expectation values of some of the actions of the plurality of actions based on the first feature value and the respective second feature values. The processing unit can select a first action of the plurality of actions based on at least one of the expectation values. In some examples, the processing unit can operate an NCM to determine expectation values based on information of a session and information of respective actions.
    Type: Grant
    Filed: March 29, 2016
    Date of Patent: February 2, 2021
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Jianshu Chen, Li Deng, Jianfeng Gao, Xiadong He, Lihong Li, Ji He, Mari Ostendorf
  • MULTIPLE-ACTION COMPUTATIONAL MODEL TRAINING AND OPERATION
    Publication number: 20170286860
    Abstract: A processing unit can determine a first feature value corresponding to a session by operating a first network computational model (NCM) based part on information of the session. The processing unit can determine respective second feature values corresponding to individual actions of a plurality of actions by operating a second NCM. The second NCM can use a common set of parameters in determining the second feature values. The processing unit can determine respective expectation values of some of the actions of the plurality of actions based on the first feature value and the respective second feature values. The processing unit can select a first action of the plurality of actions based on at least one of the expectation values. In some examples, the processing unit can operate an NCM to determine expectation values based on information of a session and information of respective actions.
    Type: Application
    Filed: March 29, 2016
    Publication date: October 5, 2017
    Inventors: Jianshu Chen, Li Deng, Jianfeng Gao, Xiadong He, Lihong Li, Ji He, Mari Ostendorf