Systems and methods for modeling probability distributions

CK Fisher, AM Smith, JR Walsh - US Patent 11,636,309, 2023 - Google Patents
Systems and methods for modeling complex probability distributions are described. One
embodiment includes a method for training a restricted Boltzmann machine (RBM), wherein …

Systems and methods for training predictive models that ignore missing features

AM Smith, CK Fisher, FD Fuller - US Patent 11,868,900, 2024 - Google Patents
One embodiment includes a method for generating representations of inputs with missing
values. The method includes steps for receiving an input includes a set of one or more …

User equipments, base stations and methods for activation and release of multiple configured grants

K Ying, T Aiba, JM Kowalski, K Yokomakura - US Patent 12,133,235, 2024 - Google Patents
A user equipment (UE) is described. The UE includes receiving circuitry configured to
receive a hybrid automatic repeat request (HARQ) process number (HPN). The HPN …

Machine learning model with layer level uncertainty metrics

S Li, K Das, A Banubakode - US Patent 11,809,976, 2023 - Google Patents
Abstract Systems and methods are disclosed for classifying objects by a machine learning
(ML) model. The ML model includes one or more layer level classification models to …

Systems and methods enabling baseline prediction correction

L D'alessio, R Gupta, CK Fisher - US Patent 12,020,789, 2024 - Google Patents
Abstract Systems and techniques for time-series forecasting are illustrated. One embodiment
includes a method for refining time-series forecasts, the method obtains timestep information …

Systems and methods for training generative models using summary statistics and other constraints

AM Smith, AD Loukianov, CK Fisher… - US Patent …, 2024 - Google Patents
Abstract Systems and methods for training and utilizing constrained generative models in
accordance with embodiments of the invention are illustrated. One embodiment includes a …