首页|Patent Application Titled "Multiple Query Projections For Deep Machine Learning" Published Online (USPTO 20240346082)
Patent Application Titled "Multiple Query Projections For Deep Machine Learning" Published Online (USPTO 20240346082)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News-According to news reporting originatin g from Washington, D.C., by NewsRx journalists,a patent application by the inve ntors AGGARWAL, Nitish (Sunnyvale, CA, US); KUMAR, Kapil (London,GB); MAJUMDAR, Abhishek (Santa Clara, CA, US); NIMMAGADDA, Srimaruti Manoj (Saratoga, CA,US), filed on December 22, 2023, was made available online on October 17, 2024.The assignee for this patent application is Roku Inc. (San Jose, California, Uni ted States).Reporters obtained the following quote from the background information supplied by the inventors: ""Field"This disclosure is generally directed to computer-implemented systems that gene rate predictionsbased at least on a query, including but not limited to compute r-implemented retrieval systems thatpredict relevancy scores for items based at least on a query."In addition to obtaining background information on this patent application, News Rx editors alsoobtained the inventors' summary information for this patent appl ication: "Provided herein are system,apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinationsand sub-combina tions thereof, for generating a prediction based on a query. An example embodiment operates by providing a query to a deep machine learning (ML) model. The deep ML model generates aplurality of query projection embeddings by projecting the query into each of a plurality of different queryembedding spaces. The deep ML then generates the prediction based at least on the plurality of queryprojecti on embeddings.
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