Patents by Inventor Bingshui Da

Bingshui Da 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).

  • Exploiting local inter-task relationships in adaptive multi-task learning
    Patent number: 11727301
    Abstract: Methods, systems, and computer-readable storage media for receiving a dataset, the dataset including a plurality of data values, clustering data values of the plurality of data values into a plurality of input feature clusters in input feature space, training a local multi-task Gaussian process (MTGP) for each input feature cluster to provide optimized hyper-parameters in hyper-parameter space, an optimized hyper-parameter being provided for each input feature cluster, merging data values based on the optimized hyper-parameters, and distances between hyper-parameter clusters in the hyper-parameter space to provide a plurality of merged data values, and providing a LL-MTGP model based on the merged data values.
    Type: Grant
    Filed: July 21, 2017
    Date of Patent: August 15, 2023
    Assignee: SAP SE
    Inventors: Bingshui Da, Chen Wang, Yew Soon Ong, Abhishek Gupta
  • EXPLOITING LOCAL INTER-TASK RELATIONSHIPS IN ADAPTIVE MULTI-TASK LEARNING
    Publication number: 20190026648
    Abstract: Methods, systems, and computer-readable storage media for receiving a dataset, the dataset including a plurality of data values, clustering data values of the plurality of data values into a plurality of input feature clusters in input feature space, training a local multi-task Gaussian process (MTGP) for each input feature cluster to provide optimized hyper-parameters in hyper-parameter space, an optimized hyper-parameter being provided for each input feature cluster, merging data values based on the optimized hyper-parameters, and distances between hyper-parameter clusters in the hyper-parameter space to provide a plurality of merged data values, and providing a LL-MTGP model based on the merged data values.
    Type: Application
    Filed: July 21, 2017
    Publication date: January 24, 2019
    Inventors: Bingshui Da, Chen Wang