EP4792251A1 - Verfahren zur ermöglichung föderierter lerneinsatzdienste - Google Patents

Verfahren zur ermöglichung föderierter lerneinsatzdienste

Info

Publication number
EP4792251A1
EP4792251A1 EP24799040.1A EP24799040A EP4792251A1 EP 4792251 A1 EP4792251 A1 EP 4792251A1 EP 24799040 A EP24799040 A EP 24799040A EP 4792251 A1 EP4792251 A1 EP 4792251A1
Authority
EP
European Patent Office
Prior art keywords
model
client
clients
deployment
training
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
EP24799040.1A
Other languages
English (en)
French (fr)
Inventor
Lu Liu
Charles AYDIN
Dale Seed
Quang Ly
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.)
InterDigital Patent Holdings Inc
Original Assignee
InterDigital Patent Holdings Inc
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 InterDigital Patent Holdings Inc filed Critical InterDigital Patent Holdings Inc
Publication of EP4792251A1 publication Critical patent/EP4792251A1/de
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (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)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
EP24799040.1A 2023-10-12 2024-10-11 Verfahren zur ermöglichung föderierter lerneinsatzdienste Pending EP4792251A1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202363589883P 2023-10-12 2023-10-12
PCT/US2024/050963 WO2025080976A1 (en) 2023-10-12 2024-10-11 Methods to enable federated learning deployment services

Publications (1)

Publication Number Publication Date
EP4792251A1 true EP4792251A1 (de) 2026-08-19

Family

ID=93292056

Family Applications (1)

Application Number Title Priority Date Filing Date
EP24799040.1A Pending EP4792251A1 (de) 2023-10-12 2024-10-11 Verfahren zur ermöglichung föderierter lerneinsatzdienste

Country Status (3)

Country Link
EP (1) EP4792251A1 (de)
CN (1) CN122374765A (de)
WO (1) WO2025080976A1 (de)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12621345B2 (en) * 2024-09-09 2026-05-05 Capital One Services, Llc Data protection for machine learning models trained on client data

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12079732B2 (en) * 2022-03-14 2024-09-03 Dell Products L.P. Cross-organization continuous update of edge-side event detection models in warehouse environments via federated learning

Also Published As

Publication number Publication date
WO2025080976A1 (en) 2025-04-17
CN122374765A (zh) 2026-07-10

Legal Events

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