Multi-stage training of machine learning models

M Roytman, J Jacobs - US Patent 10,970,400, 2021 - Google Patents
Generation of a first prediction model is caused based on first training data, where the first
prediction model enables determining whether an exploit to be developed for software …

Machine learning based plug-in for providing access to cloud-based analytics engine

S Sekharan, GS Kazmaier, S Menard - US Patent 11,288,273, 2022 - Google Patents
A method may include generating, based on text associated with an interaction between a
user and an application, a query corresponding to an intent of the interaction. The query may …

Methods and systems for automated screen display generation and configuration

B Vinod - US Patent 10,896,034, 2021 - Google Patents
METHODS AND SYSTEMS FOR FIG. 7 illustrates an example process for implementing
AUTOMATED SCREEN DISPLAY automated screen display generation and configuration …

Dataset management in machine learning

BM Pfitzmann, DW Rothuizen - US Patent 11,481,682, 2022 - Google Patents
A method, a computer system, and a computer program product for managing a dataset of
training samples, labeled by class, during training of a machine learning model is provided …

Supervised machine-learning training platform with isolated update testing and bi-directional update propogation

DH Witting, MZ Shanmugam, JC Long… - US Patent …, 2021 - Google Patents
Aspects of the disclosure relate to supervised machine learning (“ML”) training platforms for
artificial intelligence (“AI”) computer systems. The ML training platform may include isolated …

Customer service learning machine

MJ Gaeta, CN Nickel, S Steinert - US Patent 11,625,556, 2023 - Google Patents
Techniques are described for training a learning machine. One of these methods includes
tracking interactions between a customer and customer service agents. The method …

Customer service learning machine

MJ Gaeta, CN Nickel, S Steinert - US Patent 10,909,422, 2021 - Google Patents
Techniques are described for training a learning machine. One of these methods includes
tracking interactions between a customer and customer service agents. The method …

Multi-platform model processing and execution management engine

RA Nendorf, N Malpekar, MV Slusar… - US Patent …, 2020 - Google Patents
Systems and methods are disclosed for managing the pro cessing and execution of models
that may have been devel oped on a variety of platforms. A multi-model execution module …

System and method for improving machine learning models by detecting and removing inaccurate training data

O Elisha, A Luttwak, H Yehuda, A Kahana… - US Patent …, 2024 - Google Patents
Methods, systems and computer program products are described to improve machine
learning (ML) model-based classification of data items by identifying and removing …

Consumer interaction agent management platform

AA Abdullah, J Feriante, C Darley… - US Patent App. 17 …, 2022 - Google Patents
US20220398524A1 - Consumer interaction agent management platform - Google Patents
US20220398524A1 - Consumer interaction agent management platform - Google Patents …