On-device neural networks for natural language understanding

S Ravi, Z Kozareva - US Patent 10,885,277, 2021 - Google Patents
The present disclosure provides projection neural networks and example applications
thereof. In particular, the present disclosure provides a number of different architectures for …

Distributed hyperparameter tuning system for machine learning

PN Koch, BA Wujek, OB Golovidov… - US Patent …, 2019 - Google Patents
US10360517B2 - Distributed hyperparameter tuning system for machine learning - Google
Patents US10360517B2 - Distributed hyperparameter tuning system for machine learning …

Method and system for providing machine learning service

JG Deng, I Ahn, D Lim, B Choi, S Oh… - US Patent …, 2024 - Google Patents
US11868884B2 - Method and system for providing machine learning service - Google
Patents US11868884B2 - Method and system for providing machine learning service …

System for automatic, simultaneous feature selection and hyperparameter tuning for a machine learning model

F Gunes, WA Czika, SE Haller, U Sglavo - US Patent 10,600,005, 2020 - Google Patents
A computing device selects a feature set and hyperparam eters for a machine learning
model to predict a value for a characteristic in a scoring dataset. A number of training model …

Creating and training a second nodal network to perform a subtask of a primary nodal network

JK Baker, BJ Baker - US Patent 10,929,757, 2021 - Google Patents
(57) ABSTRACT A system and method for controlling a nodal network. The method includes
estimating an effect on the objective caused by the existence or non-existence of a direct …

Generating a machine learning model for objects based on augmenting the objects with physical properties

F Lecue, VO ANTONINO, S Hamiti, G Kaila - US Patent 10,565,475, 2020 - Google Patents
(57) ABSTRACT A device receives images of a video stream, models for objects in the
images, and physical property data for the objects, and maps the models and the physical …

Projection neural networks

S Ravi - US Patent 10,748,066, 2020 - Google Patents
Methods, systems, and apparatus, including computer pro grams encoded on a computer
storage medium, for a pro jection neural network. In one aspect, a projection neural network …

Personalizing user experiences with electronic content based on user representations learned from application usage data

M Hoffman, L Yang, H **, C Fang - US Patent 10,614,381, 2020 - Google Patents
This disclosure involves personalizing user experiences with electronic content based on
application usage data. For example, a user representation model that facilitates content …