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. 29, 2026
Filed:
Jul. 25, 2023
International Business Machines Corporation, Armonk, NY (US);
Krishnasuri Narayanam, Bangalore, IN;
Kamanchi Chandramouli, Guntur District, IN;
Pankaj Satyanarayan Dayama, Bangalore, IN;
Mudhakar Srivatsa, White Plains, NY (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A computer-implemented method, a computer program product, and a computer system for accelerated learning. A computer partitions an independent variable of input data into partitions. A computer creates data samples in each of the partitions, where each of the data samples has less granularity. For each of the partitions, a computer trains a machine learning model independently on each of the data samples and compares results of training on the data samples. For each of one or more partitions in which results of training on a predetermined number of the data samples are statistically identical at a predetermined confidence level, a computer outputs a result of training on one of the data samples. For each of one or more rest partitions in which no result of training has been outputted, a computer merges each pair of the data samples and uses merged data samples to train the machine learning model.