Method and system for intent classification
C Costello - US Patent 10,832,003, 2020 - Google Patents
A computer-implemented intent classification method and system are provided. The method
comprises: providing a plurality of trained model sets, each based on a different model and …
comprises: providing a plurality of trained model sets, each based on a different model and …
System for automatic, simultaneous feature selection and hyperparameter tuning for a machine learning model
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 …
model to predict a value for a characteristic in a scoring dataset. A number of training model …
Method and apparatus for machine learning
A disclosed machine learning method includes: calculating a first output error between a
label and an output in a case where dropout in which values are replaced with 0 is executed …
label and an output in a case where dropout in which values are replaced with 0 is executed …
Ensemble model creation and selection
D Plumbley, M Sellwood, M Fiscato… - US Patent App. 17 …, 2021 - Google Patents
Method (s), apparatus and system (s) are provided for gener ating and using an ensemble
model. The ensemble may be generated by training a plurality of models based on a …
model. The ensemble may be generated by training a plurality of models based on a …
Neural network model compaction using selective unit removal
The present disclosure is directed to the generation of a compact artificial neural network by
removing individual nodes from the artificial neural network. Individual nodes of the artificial …
removing individual nodes from the artificial neural network. Individual nodes of the artificial …
Artificial neural network class-based pruning
R Seibold, J Chen, H Björgvinsdóttir… - US Patent …, 2020 - Google Patents
Methods and apparatus, including computer program prod ucts, implementing and using
techniques for configuring an artificial neural network to a particular surveillance situa tion. A …
techniques for configuring an artificial neural network to a particular surveillance situa tion. A …
Neural network systems
Systems and methods are provided relating to artificial neural networks are provided. The
systems and methods obtain a teacher network that includes artificial neural layers …
systems and methods obtain a teacher network that includes artificial neural layers …
Encoder regularization of a segmentation model
A Myronenko - US Patent 10,740,901, 2020 - Google Patents
A segmentation model is trained with an image reconstruction model that shares an
encoding. During application of the segmentation model, the segmentation model may use …
encoding. During application of the segmentation model, the segmentation model may use …
Using machine learning for detecting solicitation of personally identifiable information (pii)
PP Zawadzki, L Tao, SJK Slama - US Patent App. 17/179,799, 2022 - Google Patents
Abstract Systems and methods for identifying solicitations of personally identifiable
information (PII) are disclosed. An example method includes generating training data based …
information (PII) are disclosed. An example method includes generating training data based …
Electronic device and control method therefor
P Chiyoun, KIM Jaedeok, J Hyunjoo - US Patent App. 17/286,982, 2021 - Google Patents
US20210383190A1 - Electronic device and control method therefor - Google Patents
US20210383190A1 - Electronic device and control method therefor - Google Patents …
US20210383190A1 - Electronic device and control method therefor - Google Patents …