EP4736068A2 - System, verfahren und computerprogrammprodukt zur erzeugung kontrafaktischer instanzen - Google Patents

System, verfahren und computerprogrammprodukt zur erzeugung kontrafaktischer instanzen

Info

Publication number
EP4736068A2
EP4736068A2 EP24833140.7A EP24833140A EP4736068A2 EP 4736068 A2 EP4736068 A2 EP 4736068A2 EP 24833140 A EP24833140 A EP 24833140A EP 4736068 A2 EP4736068 A2 EP 4736068A2
Authority
EP
European Patent Office
Prior art keywords
candidate
model
data
perturbation
machine
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
EP24833140.7A
Other languages
English (en)
French (fr)
Inventor
Kwei-Herng Lai
Fan Yang
Lan Wang
Vineeth Rakesh MOHAN
Hao Yang
Mahashweta Das
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 EP4736068A2 publication Critical patent/EP4736068A2/de
Pending legal-status Critical Current

Links

Classifications

    • 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
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Probability & Statistics with Applications (AREA)
  • Biophysics (AREA)
  • Mathematical Optimization (AREA)
  • Mathematical Analysis (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Feedback Control In General (AREA)
EP24833140.7A 2023-06-29 2024-07-01 System, verfahren und computerprogrammprodukt zur erzeugung kontrafaktischer instanzen Pending EP4736068A2 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202363523959P 2023-06-29 2023-06-29
PCT/US2024/036378 WO2025007117A2 (en) 2023-06-29 2024-07-01 System, method, and computer program product for generating counterfactual instances

Publications (1)

Publication Number Publication Date
EP4736068A2 true EP4736068A2 (de) 2026-05-06

Family

ID=93939976

Family Applications (1)

Application Number Title Priority Date Filing Date
EP24833140.7A Pending EP4736068A2 (de) 2023-06-29 2024-07-01 System, verfahren und computerprogrammprodukt zur erzeugung kontrafaktischer instanzen

Country Status (3)

Country Link
EP (1) EP4736068A2 (de)
CN (1) CN121464450A (de)
WO (1) WO2025007117A2 (de)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN121447623A (zh) * 2025-11-07 2026-02-03 北京中科慧灵机器人技术有限公司 机器人的动作生成方法、装置及电子设备

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12229685B2 (en) * 2021-01-22 2025-02-18 GE Precision Healthcare LLC Model suitability coefficients based on generative adversarial networks and activation maps

Also Published As

Publication number Publication date
WO2025007117A3 (en) 2025-04-03
CN121464450A (zh) 2026-02-03
WO2025007117A2 (en) 2025-01-02

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