DoorDash, Inc. patent applications on June 27th, 2024
Patent Applications by DoorDash, Inc. on June 27th, 2024
DoorDash, Inc.: 1 patent applications
DoorDash, Inc. has applied for patents in the areas of G06F8/71 (1), G06F11/34 (1) G06F8/71 (1)
With keywords such as: metric, embodiments, forecasts, various, reduce, variance, target, use, when, and covariate in patent application abstracts.
Patent Applications by DoorDash, Inc.
Inventor(s): Qiyun Pan of Mountain View CA (US) for doordash, inc., Ryan Scott Schork of San Francisco CA (US) for doordash, inc., Yixin Tang of Milbrae CA (US) for doordash, inc., Caixia Huang of Mountain View CA (US) for doordash, inc., Swaroop Chitlur Haridas of San Ramon CA (US) for doordash, inc.
IPC Code(s): G06F8/71, G06F11/34
CPC Code(s): G06F8/71
Abstract: various embodiments can reduce variance in a target metric (e.g., experiment outcome). embodiments can use historical pre-experiment outcomes to predict a metric (forecasts) that is expected for a future measurement time. the forecasts can then be used as a covariate to reduce the variance of the target metric. when predicting forecasts, various embodiments can use an automation pipeline that can generate better and quicker forecasts. when there are multiple covariates that may be considered to reduce variance in the target metric, various embodiments can use a closed from solution for determining optimal coefficient of each covariate.
