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:
Sep. 01, 2026
Filed:
Apr. 27, 2023
International Business Machines Corporation, Armonk, NY (US);
Samuel Chung Hoffman, New York, NY (US);
Kahini Wadhawan, Delhi, IN;
Payel Das, Yorktown Heights, NY (US);
Prasanna Sattigeri, Acton, MA (US);
Karthikeyan Shanmugam, Bengaluru, IN;
International Business Machines Corporation, Armonk, NY (US);
Abstract
Techniques are provided for causal learning and prediction. In one embodiment, the techniques involve determining a first attribute value based on an output of a generative model trained on a first data set, generating a second attribute value based on a change of a latent space dimension of the generative model, generating a sensitivity map based on a difference between the first attribute value and the second attribute value; and generating a causal graph based on the sensitivity map.