ALEXANDRIA, Va., June 5 -- United States Patent no. 12,277,752, issued on April 15, was assigned to Volkswagen Group of America Investments LLC (Reston, Va.).
"Systems and methods for intelligent selection of data for building a machine learning model" was invented by Jelena Frtunikj (Bavaria, Germany) and Daniel Alfonsetti (Auburn, Maine).
According to the abstract* released by the U.S. Patent & Trademark Office: "Systems and methods for selecting data for training a machine learning model using active learning are disclosed. The methods include receiving a plurality of unlabeled sensor data logs corresponding to surroundings of an autonomous vehicle and identifying one or more trends associated with a training dataset comprising a plura...