Semisupervised autoencoder for sentiment analysis

Z Zhang, S Zhai - US Patent 11,205,103, 2021 - Google Patents
(57) ABSTRACT A method of modelling data, comprising: training an objec tive function of a
linear classifier, based on a set of labeled data, to derive a set of classifier weights; defining …

Transfer learning in neural networks

CM Wierzynski - US Patent 10,878,320, 2020 - Google Patents
(57) ABSTRACT A method of transfer learning includes receiving second data and
generating, via a first network, second labels for the second data. In one configuration, the …

Identifying transfer models for machine learning tasks

P Watson, B Bhattacharjee, NC Codella… - US Patent App. 15 …, 2019 - Google Patents
Techniques regarding autonomously facilitating the selec tion of one or more transfer
models to enhance the perfor mance of one or more machine learning tasks are provided …

Domain adaptation for image classification with class priors

B Chidlovskii, G Csurka - US Patent 9,710,729, 2017 - Google Patents
In camera-based object labeling, boost classifier ƒ T (x)= Σ r= 1 M β rhr (x) is trained to
classify an image represented by feature vector x using a target domain training set DT of …

Machine learning to identify opinions in documents

B Dadachev, K Papineni - US Patent 10,832,001, 2020 - Google Patents
Example aspects of the present disclosure are directed to systems and methods that employ
a machine-learned opinion classification model to classify portions (eg, sentences, phrases …

Open source vulnerability prediction with machine learning ensemble

A Sharma, Y Zhou - US Patent 11,416,622, 2022 - Google Patents
A system to create a stacked classifier model combination or classifier ensemble has been
designed for identification of undisclosed flaws in software components on a large-scale …

Distance-based logit value for natural language processing

Y Xu, P Zaremoodi, TT Vu, CDV Hoang… - US Patent …, 2024 - Google Patents
Techniques for using logit values for classifying utterances and messages input to chatbot
systems in natural language processing. A method can include a chatbot system receiving …

Systems and methods for hybrid quantum-classical computing

C McGeoch, WW Bernoudy - US Patent 11,900,264, 2024 - Google Patents
Hybrid quantum-classical approaches for solving computational problems in which results
from a quantum processor are combined with an exact method executed on a classical …

Systems and methods for collaborative filtering with variational autoencoders

WG Macready, JT Rolfe - US Patent 11,586,915, 2023 - Google Patents
2021-09-20 Assigned to D-WAVE SYSTEMS INC. reassignment D-WAVE SYSTEMS INC.
CORRECTIVE ASSIGNMENT TO CORRECT THE ASSIGNEE (REMOVE COMMA) …

Method and apparatus for generating a state machine model of an application using models of GUI objects and scanning modes

K Surace, LCL Lopez, OGM Corrales - US Patent 10,628,630, 2020 - Google Patents
GO6F 17/00(2019.01) GOOF 40/14(2020.01) H04L 29/08(2006.01) G06K 9/62(2006.01)(52)
US CI. CPC GO6F 40/14 (2020.01); G06K 9/6267 (2013.01); H04L 67/02 (2013.01)(58) …