Semisupervised autoencoder for sentiment analysis
(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 …
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 …
generating, via a first network, second labels for the second data. In one configuration, the …
Identifying transfer models for machine learning tasks
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 …
models to enhance the perfor mance of one or more machine learning tasks are provided …
Domain adaptation for image classification with class priors
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 …
classify an image represented by feature vector x using a target domain training set DT of …
Machine learning to identify opinions in documents
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 …
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 …
designed for identification of undisclosed flaws in software components on a large-scale …
Distance-based logit value for natural language processing
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 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 …
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) …
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) …
US CI. CPC GO6F 40/14 (2020.01); G06K 9/6267 (2013.01); H04L 67/02 (2013.01)(58) …