Population diversity based learning in adversarial and rapid changing environments

E Kursun, HN Van Zyl - US Patent App. 16/422,380, 2020 - Google Patents
An artificial intelligence system and method for improving machine learning model
adaptability are provided for a population of machine learning models configured to monitor …

System and methods for iterative synthetic data generation and refinement of machine learning models

E Kursun - US Patent 11,531,883, 2022 - Google Patents
Embodiments of the present invention provide an improve ment to convention machine
model training techniques by providing an innovative system, method and computer pro …

Systems and methods for model monitoring

N Elprin, C Yang, M Thirumalai - US Patent 12,147,877, 2024 - Google Patents
Improved systems and methods for improved management of models for data science can
facilitate seamless collaboration of data science teams and integration of data science …

Systems and methods for contactless authentication using voice recognition

RP Singh, VV Mishra - US Patent 12,021,864, 2024 - Google Patents
Abstract Systems and methods for contactless authorization using voice recognition is
disclosed. The system may include one or more memory units storing instructions and one …

Techniques for adaptive pipelining composition for machine learning (ML)

A Polleri, LCDSR Suzuki, SA Lopez, MM Bron… - US Patent …, 2024 - Google Patents
The present disclosure relates to systems and methods for an adaptive pipelining
composition service that can identify and incorporate one or more new models into the …

Apparatus for generating temperature prediction model and method for providing simulation environment

KO Hangyu, B Kim - US Patent 11,568,310, 2023 - Google Patents
An apparatus for generating a temperature prediction model is disclosed. The apparatus for
generating a temperature prediction model includes the temperature prediction model …

Generating machine learning data in salient regions of a feature space

J Beauchesne, JL Oh, V Shivamoggi… - US Patent …, 2022 - Google Patents
An anomaly detection system is disclosed capable of report ing anomalous processes or
hosts in a computer network using machine learning models trained using unsupervised …

Inserting probabilistic models in deterministic workflows for robotic process automation and supervisor system

P Singh, A Mcgonnell - US Patent 11,347,613, 2022 - Google Patents
Probabilistic models may be used in a deterministic workflow for robotic process automation
(RPA). Machine learning (ML) introduces a probabilistic framework where the outcome is not …

Automated network device model creation using randomized test beds

N Minwalla, G Zhu, D Tung, A He, J Boddu… - US Patent …, 2021 - Google Patents
In general, techniques are described for automated network device model creation using
randomized test beds. A device comprising a processor may be configured to perform the …

Systems and methods for model management

N Elprin, C Yang, M Thirumalai - US Patent 11,315,039, 2022 - Google Patents
Improved systems and methods for improved management of models for data science can
facilitate seamless collaboration of data science teams and integration of data science …