ALEXANDRIA, Va., July 9 -- United States Patent no. 12,353,996, issued on July 8, was assigned to ROBERT BOSCH GMBH (Stuttgart, Germany).
"Forecasting with deep state space models" was invented by Chen Qiu (Sindelfingen, Germany) and Maja Rita Rudolph (Tuebingen, Germany).
According to the abstract* released by the U.S. Patent & Trademark Office: "A computer-implemented method for training a deep state space model using machine learning. The deep state space model includes a generative model and a multi-modal inference model. The generative model includes a transition model, and an emission model. The method includes: a) receiving a training data set comprising a sequence of observation vectors. For a plurality of observation vectors, the...