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:
Jun. 11, 2024
Filed:
Oct. 19, 2020
Applicant:
Unlearn.ai, Inc., San Francisco, CA (US);
Inventors:
Aaron M. Smith, Corte Madera, CA (US);
Anton D. Loukianov, San Mateo, CA (US);
Charles K. Fisher, Truckee, CA (US);
Jonathan R. Walsh, El Cerrito, CA (US);
Assignee:
Unlearn.AI, Inc., San Francisco, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/211 (2023.01); G06N 3/088 (2023.01); G06N 7/08 (2006.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06F 18/211 (2023.01); G06N 7/08 (2013.01); G06N 20/00 (2019.01);
Abstract
Systems and methods for training and utilizing constrained generative models in accordance with embodiments of the invention are illustrated. One embodiment includes a method for training a constrained generative model. The method includes steps for receiving a set of data samples from a first distribution, identifying a set of constraints from a second distribution, and training a generative model based on the set of data samples and the set of constraints.