SG11201609625WA - Optimization method and system for supervised learning under tensor mode - Google Patents
Optimization method and system for supervised learning under tensor modeInfo
- 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
- Authority
- SG
- Singapore
- Prior art keywords
- optimization method
- supervised learning
- learning under
- tensor mode
- under tensor
- Prior art date
Links
- 238000000034 method Methods 0.000 title 1
- 238000005457 optimization Methods 0.000 title 1
Classifications
-
- 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
Landscapes
- 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)
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 |
Family
ID=58796112
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG11201609625WA SG11201609625WA (en) | 2015-12-04 | 2015-12-04 | Optimization method and system for supervised learning under tensor mode |
Country Status (3)
Country | Link |
---|---|
US (1) | US10748080B2 (en) |
SG (1) | SG11201609625WA (en) |
WO (1) | WO2017092022A1 (en) |
Families Citing this family (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107515843B (en) * | 2017-09-04 | 2020-12-15 | 四川易诚智讯科技有限公司 | Tensor approximation-based anisotropic data compression method |
CN110555054B (en) * | 2018-06-15 | 2023-06-09 | 泉州信息工程学院 | Data classification method and system based on fuzzy double-supersphere classification model |
US10915663B1 (en) * | 2019-01-29 | 2021-02-09 | Facebook, Inc. | Systems and methods for protecting data |
US11107100B2 (en) | 2019-08-09 | 2021-08-31 | International Business Machines Corporation | Distributing computational workload according to tensor optimization |
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 |
CN111639243B (en) * | 2020-06-04 | 2021-03-09 | 东北师范大学 | Space-time data progressive multi-dimensional mode extraction and anomaly detection visual analysis method |
CN112395804B (en) * | 2020-10-21 | 2022-02-18 | 青岛民航凯亚***集成有限公司 | Cold energy distribution method for airplane secondary energy system |
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 |
Family Cites Families (27)
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US7805388B2 (en) * | 1998-05-01 | 2010-09-28 | Health Discovery Corporation | Method for feature selection in a support vector machine using feature ranking |
JP2000035394A (en) | 1998-07-17 | 2000-02-02 | Shimadzu Corp | Scanning probe microscope |
US7970718B2 (en) * | 2001-05-18 | 2011-06-28 | Health Discovery Corporation | Method for feature selection and for evaluating features identified as significant for classifying data |
US7589729B2 (en) * | 2002-05-15 | 2009-09-15 | Mental Images Gmbh | Image synthesis by rank-1 lattices |
US20050177040A1 (en) * | 2004-02-06 | 2005-08-11 | Glenn Fung | System and method for an iterative technique to determine fisher discriminant using heterogenous kernels |
US20070122041A1 (en) * | 2005-11-29 | 2007-05-31 | Baback Moghaddam | Spectral method for sparse linear discriminant analysis |
CN101730906B (en) * | 2007-08-10 | 2012-06-13 | 迈克尔·费尔斯贝格 | Image reconstruction |
JP5506272B2 (en) * | 2009-07-31 | 2014-05-28 | 富士フイルム株式会社 | Image processing apparatus and method, data processing apparatus and method, and program |
JP5161845B2 (en) * | 2009-07-31 | 2013-03-13 | 富士フイルム株式会社 | Image processing apparatus and method, data processing apparatus and method, and program |
US8566268B2 (en) * | 2010-10-08 | 2013-10-22 | International Business Machines Corporation | System and method for composite distance metric leveraging multiple expert judgments |
US9488492B2 (en) * | 2014-03-18 | 2016-11-08 | Sri International | Real-time system for multi-modal 3D geospatial mapping, object recognition, scene annotation and analytics |
US20140181171A1 (en) * | 2012-12-24 | 2014-06-26 | Pavel Dourbal | Method and system for fast tensor-vector multiplication |
AU2012258412A1 (en) * | 2012-11-30 | 2014-06-19 | Canon Kabushiki Kaisha | Combining differential images by inverse Riesz transformation |
US9008429B2 (en) * | 2013-02-01 | 2015-04-14 | Xerox Corporation | Label-embedding for text recognition |
US9099083B2 (en) * | 2013-03-13 | 2015-08-04 | Microsoft Technology Licensing, Llc | Kernel deep convex networks and end-to-end learning |
US9405124B2 (en) * | 2013-04-09 | 2016-08-02 | Massachusetts Institute Of Technology | Methods and apparatus for light field projection |
US10074006B2 (en) * | 2014-03-17 | 2018-09-11 | Carnegie Mellon University | Methods and systems for disease classification |
CN103886329B (en) * | 2014-03-21 | 2017-03-08 | 西安电子科技大学 | Polarization image classification method based on resolution of tensor dimensionality reduction |
US20160004664A1 (en) * | 2014-07-02 | 2016-01-07 | Xerox Corporation | Binary tensor factorization |
WO2016019347A1 (en) * | 2014-07-31 | 2016-02-04 | California Institute Of Technology | Multi modality brain mapping system (mbms) using artificial intelligence and pattern recognition |
CA2959023C (en) * | 2014-08-22 | 2023-01-10 | Nova Southeastern University | Data adaptive compression and data encryption using kronecker products |
CN104361318B (en) | 2014-11-10 | 2018-02-06 | 中国科学院深圳先进技术研究院 | A kind of medical diagnosis on disease accessory system based on diffusion tensor technology |
EP3026588A1 (en) * | 2014-11-25 | 2016-06-01 | Inria Institut National de Recherche en Informatique et en Automatique | interaction parameters for the input set of molecular structures |
CN104850913B (en) | 2015-05-28 | 2019-03-26 | 深圳先进技术研究院 | A kind of air quality PM2.5 prediction technique and system |
US9792492B2 (en) * | 2015-07-07 | 2017-10-17 | Xerox Corporation | Extracting gradient features from neural networks |
CN105069485A (en) | 2015-08-26 | 2015-11-18 | 中国科学院深圳先进技术研究院 | Extreme-learning-machine-based mode identification method in tensor mode |
CN105654110A (en) | 2015-12-04 | 2016-06-08 | 深圳先进技术研究院 | Supervised learning optimization method under tensor mode and system thereof |
-
2015
- 2015-12-04 SG SG11201609625WA patent/SG11201609625WA/en unknown
- 2015-12-04 US US15/310,330 patent/US10748080B2/en active Active
- 2015-12-04 WO PCT/CN2015/096375 patent/WO2017092022A1/en active Application Filing
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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