GB202314691D0 - Method and system for federated learning - Google Patents

Method and system for federated learning

Info

Publication number
GB202314691D0
GB202314691D0 GBGB2314691.3A GB202314691A GB202314691D0 GB 202314691 D0 GB202314691 D0 GB 202314691D0 GB 202314691 A GB202314691 A GB 202314691A GB 202314691 D0 GB202314691 D0 GB 202314691D0
Authority
GB
United Kingdom
Prior art keywords
federated learning
federated
learning
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
GBGB2314691.3A
Other versions
GB2625622A (en
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Samsung Electronics Co Ltd
Original Assignee
Samsung Electronics Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Samsung Electronics Co Ltd filed Critical Samsung Electronics Co Ltd
Priority to PCT/KR2023/014974 priority Critical patent/WO2024072074A1/en
Publication of GB202314691D0 publication Critical patent/GB202314691D0/en
Publication of GB2625622A publication Critical patent/GB2625622A/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/098—Distributed learning, e.g. federated learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Financial Or Insurance-Related Operations Such As Payment And Settlement (AREA)
GB2314691.3A 2022-09-27 2023-09-25 Method and system for federated learning Pending GB2625622A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/KR2023/014974 WO2024072074A1 (en) 2022-09-27 2023-09-27 Method and system for federated learning

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GBGB2214058.6A GB202214058D0 (en) 2022-09-27 2022-09-27 Method and system for federated learning

Publications (2)

Publication Number Publication Date
GB202314691D0 true GB202314691D0 (en) 2023-11-08
GB2625622A GB2625622A (en) 2024-06-26

Family

ID=83978738

Family Applications (2)

Application Number Title Priority Date Filing Date
GBGB2214058.6A Ceased GB202214058D0 (en) 2022-09-27 2022-09-27 Method and system for federated learning
GB2314691.3A Pending GB2625622A (en) 2022-09-27 2023-09-25 Method and system for federated learning

Family Applications Before (1)

Application Number Title Priority Date Filing Date
GBGB2214058.6A Ceased GB202214058D0 (en) 2022-09-27 2022-09-27 Method and system for federated learning

Country Status (2)

Country Link
GB (2) GB202214058D0 (en)
WO (1) WO2024072074A1 (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115860116A (en) * 2022-12-02 2023-03-28 广州图灵科技有限公司 Federal learning method based on generative model and deep transfer learning

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11494700B2 (en) * 2020-09-16 2022-11-08 International Business Machines Corporation Semantic learning in a federated learning system

Also Published As

Publication number Publication date
WO2024072074A1 (en) 2024-04-04
GB2625622A (en) 2024-06-26
GB202214058D0 (en) 2022-11-09

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