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:
Jan. 20, 2026
Filed:
Apr. 27, 2022
Applicant:
University-industry Foundation (Uif), Yonsei University, Seoul, KR;
Inventors:
Seong Lyun Kim, Seoul, KR;
Seung Eun Oh, Jeju-si, KR;
Eun Jeong Jeong, Seoul, KR;
Hye Sung Kim, Seoul, KR;
Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/098 (2023.01); G06N 5/043 (2023.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/098 (2023.01); G06N 5/043 (2013.01); G06N 20/20 (2019.01);
Abstract
According to the present disclosure, disclosed are a learning operating method based on a federated distillation, a learning operating server, and a learning operating terminal which calculate a local average logit by collecting data samples by the terminal, transmit the local average logit and seed samples to an uplink of a server, perform distillation of a global model based on the seed sample and the local average logit by the server to solve the problems of the privacy and communication overhead generated in the distributed network.