Overly optimistic data patterns and learned adversarial latent features

SM Zoldi, SU Rahman - US Patent 11,818,147, 2023 - Google Patents
Abstract Systems, methods and computer program products for improving security of artificial
intelligence systems. The system comprising processors for monitoring one or more …

Heterogeneous graph embedding

Z Runhua - US Patent 11,568,463, 2023 - Google Patents
G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …

Heterogeneous graph embedding

Z Runhua - US Patent 11,816,718, 2023 - Google Patents
A computer-implemented system and method for generating heterogeneous graph feature
embeddings for feature learning and prediction. An application server may receive and …

Machine learning to propose actions in response to natural language questions

S Medalion, A Zhicharevich, Y Horesh… - US Patent …, 2023 - Google Patents
A method including embedding, by a trained issue MLM (machine learning model), a new
natural language issue statement into an issue vector. An inner product of the issue vector …

Machine learning to propose actions in response to natural language questions

S Medalion, A Zhicharevich, Y Horesh… - US Patent …, 2022 - Google Patents
(57) ABSTRACT A method of training machine learning models (MLMs). An issue vector is
generated using an issue MLM to generate a first output including first embedded natural …