Waymo LLC patent applications on July 11th, 2024
Patent Applications by Waymo LLC on July 11th, 2024
Waymo LLC: 1 patent applications
Waymo LLC has applied for patents in the areas of G06N3/0985 (1) G06N3/0985 (1)
With keywords such as: data, training, search, space, methods, learning, compact, policies, augmentation, and original in patent application abstracts.
Patent Applications by Waymo LLC
20240232647. EFFICIENT SEARCH FOR DATA AUGMENTATION POLICIES_simplified_abstract_(waymo llc)
Inventor(s): Zhaoqi Leng of Milpitas CA (US) for waymo llc, Guowang Li of Cupertino CA (US) for waymo llc, Chenxi Liu of Santa Clara CA (US) for waymo llc, Pei Sun of Palo Alto CA (US) for waymo llc, Tong He of Sunnyvale CA (US) for waymo llc, Dragomir Anguelov of San Francisco CA (US) for waymo llc, Mingxing Tan of Newark CA (US) for waymo llc
IPC Code(s): G06N3/0985
CPC Code(s): G06N3/0985
Abstract: methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a machine learning model on training data. in one aspect, one of the methods include: obtaining a training data set comprising a plurality of training inputs; obtaining data defining an original search space of a plurality of candidate data augmentation policies; generating, from the original search space, a compact search space that has one or more global hyperparameters; and training the machine learning model on the training data using one or more final data augmentation policies generated from the compact search space.
