DoorDash, Inc. patent applications on July 25th, 2024
Patent Applications by DoorDash, Inc. on July 25th, 2024
DoorDash, Inc.: 1 patent applications
DoorDash, Inc. has applied for patents in the areas of G06Q30/0242 (1), G06F18/21 (1), G06F18/214 (1), G06N20/00 (1) G06Q30/0244 (1)
With keywords such as: data, users, computing, device, based, sources, synthetic, user, adjusted, and values in patent application abstracts.
Patent Applications by DoorDash, Inc.
20240249314. MACHINE LEARNING WITH DATA SYNTHESIZATION_simplified_abstract_(doordash, inc.)
Inventor(s): Robert Bryant KASPAR of Berkeley CA (US) for doordash, inc., Alok GUPTA of San Francisco CA (US) for doordash, inc., Aman DHESI of San Francisco CA (US) for doordash, inc.
IPC Code(s): G06Q30/0242, G06F18/21, G06F18/214, G06N20/00
CPC Code(s): G06Q30/0244
Abstract: in some examples, a computing device receives, from a plurality of data sources associated with a plurality of service providers, data related to user interactions with information provided by the service providers. the computing device determines users associated with the user interactions, and determines whether the users are new users or existing users based at least on accessing a user information data structure. the computing device uses a value-determining machine learning model to determine respective values associated with the new users, and adjusts values of the received data based on the respective values. the computing device uses a plurality of data synthetization machine learning models to generate synthetic data based on the adjusted data. the computing device determines an allocation of resources at least by comparing the adjusted data and the synthetic data of the data sources with the adjusted data and synthetic data of others of the data sources.
