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Multi-stage training of machine learning models
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 …
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 …
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 …
AUTOMATED SCREEN DISPLAY automated screen display generation and configuration …
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 …
tracking interactions between a customer and customer service agents. The method …
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 …
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 …, 2025 - Google Patents
Abstract Systems and methods are disclosed for managing the processing and execution of
models that may have been developed on a variety of platforms. A multi-model execution …
models that may have been developed on a variety of platforms. A multi-model execution …
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 …
training samples, labeled by class, during training of a machine learning model is provided …
Siamese neural networks for flagging training data in text-based machine learning
N Velagapudi, Z Zhu, VP Ayyalasomayajula - US Patent 11,645,456, 2023 - Google Patents
2020-01-28 Assigned to MICROSOFT TECHNOLOGY LICENSING, LLC reassignment
MICROSOFT TECHNOLOGY LICENSING, LLC ASSIGNMENT OF ASSIGNORS INTEREST …
MICROSOFT TECHNOLOGY LICENSING, LLC ASSIGNMENT OF ASSIGNORS INTEREST …
Ensemble training in a distributed marketplace
Embodiments for ensemble training in a distributed marketplace in a computing
environment. One or more ensemble machine learning models may be provided from a …
environment. One or more ensemble machine learning models may be provided from a …
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 …
artificial intelligence (“AI”) computer systems. The ML training platform may include isolated …