SG11201609625WA - Optimization method and system for supervised learning under tensor mode - Google Patents

Optimization method and system for supervised learning under tensor mode

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Publication number
SG11201609625WA
SG11201609625WA SG11201609625WA SG11201609625WA SG11201609625WA SG 11201609625W A SG11201609625W A SG 11201609625WA SG 11201609625W A SG11201609625W A SG 11201609625WA SG 11201609625W A SG11201609625W A SG 11201609625WA SG 11201609625W A SG11201609625W A SG 11201609625WA
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SG
Singapore
Prior art keywords
optimization method
supervised learning
learning under
tensor mode
under tensor
Prior art date
Application number
SG11201609625WA
Inventor
Shuqiang Wang
Dewei Zeng
Yanyan Shen
Changhong Shi
Zhe Lu
Original Assignee
Shenzhen Inst Of Adv Tech Cas
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Publication date
Application filed by Shenzhen Inst Of Adv Tech Cas filed Critical Shenzhen Inst Of Adv Tech Cas
Publication of SG11201609625WA publication Critical patent/SG11201609625WA/en

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    • 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
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/16—Matrix or vector computation, e.g. matrix-matrix or matrix-vector multiplication, matrix factorization
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Medical Informatics (AREA)
  • Computational Linguistics (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Complex Calculations (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
SG11201609625WA 2015-12-04 2015-12-04 Optimization method and system for supervised learning under tensor mode SG11201609625WA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2015/096375 WO2017092022A1 (en) 2015-12-04 2015-12-04 Optimization method and system for supervised tensor learning

Publications (1)

Publication Number Publication Date
SG11201609625WA true SG11201609625WA (en) 2017-07-28

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US (1) US10748080B2 (en)
SG (1) SG11201609625WA (en)
WO (1) WO2017092022A1 (en)

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US20210295176A1 (en) * 2020-03-17 2021-09-23 NEC Laboratories Europe GmbH Method and system for generating robust solutions to optimization problems using machine learning
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CN114066720B (en) * 2021-11-01 2024-03-26 力度工业智能科技(苏州)有限公司 Tensor regression-based three-dimensional surface morphology prediction method, device and readable medium
CN114235411B (en) * 2021-12-28 2023-06-30 频率探索智能科技江苏有限公司 Bearing outer ring defect positioning method
CN118035731B (en) * 2024-04-11 2024-06-25 深圳华建电力工程技术有限公司 Electricity safety monitoring and early warning method and service system

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Also Published As

Publication number Publication date
US20170344906A1 (en) 2017-11-30
WO2017092022A1 (en) 2017-06-08
US10748080B2 (en) 2020-08-18

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