System and methods for machine learning training data selection

CP Bhole, T Khirwadkar, SP Bansod, S Mangla… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A system and method are disclosed for running a plurality of simulation
tests on a first machine learning model to obtain a plurality of results that are each produced …

System and methods for machine learning training data selection

CP Bhole, T Khirwadkar, SP Bansod, S Mangla… - US Patent …, 2024 - Google Patents
A simulation test is run on a first machine learning model trained using first training data
historically collected over a time period. The first training data includes a set of training …

Augmented deep learning using combined regression and artificial neural network modeling

KH Drees - US Patent 11,774,923, 2023 - Google Patents
A method for initiating and automatically improving model-driven operations in a low-data
scenario includes creating a regression model using pre-operation data prior to initiating the …

System and method for training neural networks

HY Xiong, A Delong, B Frey - US Patent 11,681,917, 2023 - Google Patents
2023-04-27 Assigned to THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO
reassignment THE GOVERNING COUNCIL OF THE UNIVERSITY OF TORONTO …