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:
Jan. 25, 2022
Filed:
Oct. 31, 2017
Applicant:
General Electric Company, Schenectady, NY (US);
Inventors:
Hariharan Ravishankar, Bangalore, IN;
Bharath Ram Sundar, Bangalore, IN;
Prasad Sudhakar, Bangalore, IN;
Rahul Venkataramani, Bangalore, IN;
Vivek Vaidya, Bangalore, IN;
Assignee:
General Electric Company, Schenectady, NY (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 5/02 (2006.01); G16H 50/20 (2018.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 5/025 (2013.01); G16H 50/20 (2018.01);
Abstract
The present approach relates to feature ranking within deep neural networks in a multi-task and/or multi-label setting. Approaches are described to identify features that are task-specific as well as features that are shared across multiple tasks. In addition to facilitating interpretability, the selected subset of features can be used to make efficient models leading to better stability & regularization along with reduced compute and memory.