EP4736078A2 - System, verfahren und computerprogrammprodukt zur modellüberwachung unter verwendung von gebündelten inferenzen - Google Patents

System, verfahren und computerprogrammprodukt zur modellüberwachung unter verwendung von gebündelten inferenzen

Info

Publication number
EP4736078A2
EP4736078A2 EP24832772.8A EP24832772A EP4736078A2 EP 4736078 A2 EP4736078 A2 EP 4736078A2 EP 24832772 A EP24832772 A EP 24832772A EP 4736078 A2 EP4736078 A2 EP 4736078A2
Authority
EP
European Patent Office
Prior art keywords
processing
output
request
model
batch
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
EP24832772.8A
Other languages
English (en)
French (fr)
Inventor
Runxin HE
Yong Zhao
Mingji Lou
Chiranjeet CHETIA
Nicholas Stephen KERSTING
Junjun YU
Yu Gu
Can Liu
Shubham Agrawal
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.)
Visa International Service Association
Original Assignee
Visa International Service Association
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 Visa International Service Association filed Critical Visa International Service Association
Publication of EP4736078A2 publication Critical patent/EP4736078A2/de
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/38—Payment protocols; Details thereof
    • G06Q20/40—Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
    • G06Q20/401—Transaction verification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/01—Dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q20/00—Payment architectures, schemes or protocols
    • G06Q20/38—Payment protocols; Details thereof
    • G06Q20/40—Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check credit lines or negative lists
    • G06Q20/401—Transaction verification
    • G06Q20/4016—Transaction verification involving fraud or risk level assessment in transaction processing

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Accounting & Taxation (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • General Business, Economics & Management (AREA)
  • Computer Security & Cryptography (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Finance (AREA)
  • Strategic Management (AREA)
  • Computational Linguistics (AREA)
  • Debugging And Monitoring (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing And Monitoring For Control Systems (AREA)
EP24832772.8A 2023-06-27 2024-06-25 System, verfahren und computerprogrammprodukt zur modellüberwachung unter verwendung von gebündelten inferenzen Pending EP4736078A2 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202363523419P 2023-06-27 2023-06-27
PCT/US2024/035341 WO2025006421A2 (en) 2023-06-27 2024-06-25 System, method, and computer program product for model monitoring using batched inferences

Publications (1)

Publication Number Publication Date
EP4736078A2 true EP4736078A2 (de) 2026-05-06

Family

ID=93940150

Family Applications (1)

Application Number Title Priority Date Filing Date
EP24832772.8A Pending EP4736078A2 (de) 2023-06-27 2024-06-25 System, verfahren und computerprogrammprodukt zur modellüberwachung unter verwendung von gebündelten inferenzen

Country Status (3)

Country Link
EP (1) EP4736078A2 (de)
CN (1) CN121488251A (de)
WO (1) WO2025006421A2 (de)

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
PE20230526A1 (es) * 2020-07-09 2023-03-27 Featurespace Ltd Entrenamiento de un sistema de aprendizaje automatico para el procesamiento de datos de transaccion

Also Published As

Publication number Publication date
WO2025006421A2 (en) 2025-01-02
WO2025006421A3 (en) 2025-04-17
CN121488251A (zh) 2026-02-06

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