Patents by Inventor Andreas C. MUELLER

Andreas C. MUELLER 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).

  • Linguistic schema mapping via semi-supervised learning
    Patent number: 12762414
    Abstract: Linguistic schema mapping via semi-supervised learning is used to map a customer schema to a particular industry-specific schema (ISS). The customer schema is received and a corresponding ISS is identified. An attribute in the customer schema is selected for labeling. Candidate pairs are generated that include the first attribute and one or more second attributes which may describe the first attribute. A featurizer determines similarities between the first attribute and second attribute in each generated pair, one or more suggested labels are generated by a machine learning (ML) model, and one of the suggested labels is applied to the first attribute.
    Type: Grant
    Filed: May 28, 2022
    Date of Patent: October 13, 2026
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Avrilia Floratou, Joyce Yu Cahoon, Subramaniam Venkatraman Krishnan, Andreas C. Mueller, Dalitso Hansini Banda, Fotis Psallidas, Jignesh Patel, Yunjia Zhang
  • LINGUISTIC SCHEMA MAPPING VIA SEMI-SUPERVISED LEARNING
    Publication number: 20230385649
    Abstract: Linguistic schema mapping via semi-supervised learning is used to map a customer schema to a particular industry-specific schema (ISS). The customer schema is received and a corresponding ISS is identified. An attribute in the customer schema is selected for labeling. Candidate pairs are generated that include the first attribute and one or more second attributes which may describe the first attribute. A featurizer determines similarities between the first attribute and second attribute in each generated pair, one or more suggested labels are generated by a machine learning (ML) model, and one of the suggested labels is applied to the first attribute.
    Type: Application
    Filed: May 28, 2022
    Publication date: November 30, 2023
    Inventors: Avrilia FLORATOU, Joyce Yu CAHOON, Subramaniam Venkatraman KRISHNAN, Andreas C. MUELLER, Dalitso Hansini BANDA, Fotis PSALLIDAS, Jignesh PATEL, Yunjia ZHANG