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.

Date of Patent:
Oct. 13, 2026

Filed:

Jun. 14, 2023
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Georgios Passalis, Athens, GR;

Neha Chopra, Gurugram, IN;

Sneha Chate, Bangalore, IN;

Boobesh Rajendran, Navalur, IN;

Shiva Tyagi, Dehradun, IN;

Rajan Gaba, Gurugram, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/0455 (2023.01); G06N 3/088 (2023.01); G06N 3/09 (2023.01);
U.S. Cl.
CPC ...
G06N 3/0455 (2023.01); G06N 3/088 (2013.01); G06N 3/09 (2023.01);
Abstract

Implementations for training a denoising stacked autoencoder (DAE) using a noisy training dataset comprising a noisy sub-set and a non-noisy sub-set, providing an artificial neural network (ANN) including multiple hidden layers, at least one hidden layer including at least a portion of an encoder of the DAE, the at least a portion of the encoder comprising parameters determined during training of the DAE, training the ANN using a training dataset, and providing a version of the ANN for inference.


Find Patent Forward Citations

Passalis, Georgios. (2026). Provisioning deep learning (dl) models that preserve relationships between response variables and selected explanatory variables (U.S. Patent No. 12762379). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12762379

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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