The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 21, 2023
Filed:
Jun. 12, 2020
International Business Machines Corporation, Armonk, NY (US);
Yada Zhu, Westchester, NY (US);
Di Chen, Ithaca, NY (US);
Xiaodong Cui, Chappaqua, NY (US);
Upendra Chitnis, Fairfield, CT (US);
Kumar Bhaskaran, Englewood Cliffs, NJ (US);
Wei Zhang, Harbin, CN;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A task-based learning using task-directed prediction network can be provided. Training data can be received. Contextual information associated with a task-based criterion can be received. A machine learning model can be trained using the training data. A loss function computed during training of the machine learning model integrates the task-based criterion, and minimizing the loss function during training iterations includes minimizing the task-based criterion.