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:
Mar. 29, 2022
Filed:
Nov. 19, 2018
Applicant:
Nec Laboratories Europe Gmbh, Heidelberg, DE;
Inventors:
Mischa Schmidt, Heidelberg, DE;
Tobias Jacobs, Mannheim, DE;
Assignee:
NEC CORPORATION, Tokyo, JP;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0409 (2013.01); G06N 3/0454 (2013.01); G06N 3/082 (2013.01);
Abstract
A method for training a machine learning model includes calculating auxiliary regression targets (ARTs) for a training data set, modifying an input neural network architecture to provide a modified neural network architecture that includes a parallel neural network layer stack for regressing the ARTs, and training the modified neural network architecture on the ARTs in addition to original machine learning problem targets for the training data set.