SG10201912923QA - System, method, and computer program product for incorporating knowledge from more complex models in simpler models - Google Patents
System, method, and computer program product for incorporating knowledge from more complex models in simpler modelsInfo
- Publication number
- SG10201912923QA SG10201912923QA SG10201912923QA SG10201912923QA SG10201912923QA SG 10201912923Q A SG10201912923Q A SG 10201912923QA SG 10201912923Q A SG10201912923Q A SG 10201912923QA SG 10201912923Q A SG10201912923Q A SG 10201912923QA SG 10201912923Q A SG10201912923Q A SG 10201912923QA
- Authority
- SG
- Singapore
- Prior art keywords
- models
- computer program
- program product
- simpler
- complex
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/02—Knowledge representation; Symbolic representation
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- 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
-
- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/044—Recurrent networks, e.g. Hopfield networks
- G06N3/0442—Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
-
- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- 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
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/09—Supervised 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
- G06N3/096—Transfer learning
-
- 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
- G06Q30/00—Commerce
- G06Q30/018—Certifying business or products
- G06Q30/0185—Product, service or business identity fraud
-
- 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
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/048—Activation functions
-
- 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
- G06N3/084—Backpropagation, e.g. using gradient descent
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Computational Linguistics (AREA)
- Computing Systems (AREA)
- Software Systems (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- General Engineering & Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Molecular Biology (AREA)
- Business, Economics & Management (AREA)
- Accounting & Taxation (AREA)
- Finance (AREA)
- Strategic Management (AREA)
- General Business, Economics & Management (AREA)
- Entrepreneurship & Innovation (AREA)
- Development Economics (AREA)
- Economics (AREA)
- Marketing (AREA)
- Computer Security & Cryptography (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US16/244,240 US12039458B2 (en) | 2019-01-10 | 2019-01-10 | System, method, and computer program product for incorporating knowledge from more complex models in simpler models |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| SG10201912923QA true SG10201912923QA (en) | 2020-08-28 |
Family
ID=69137791
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| SG10201912923QA SG10201912923QA (en) | 2019-01-10 | 2019-12-23 | System, method, and computer program product for incorporating knowledge from more complex models in simpler models |
Country Status (4)
| Country | Link |
|---|---|
| US (2) | US12039458B2 (en) |
| EP (1) | EP3680823A1 (en) |
| CN (1) | CN111428872B (en) |
| SG (1) | SG10201912923QA (en) |
Families Citing this family (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10733668B2 (en) | 2018-01-30 | 2020-08-04 | PointPredictive Inc. | Multi-layer machine learning classifier |
| US11495210B2 (en) * | 2019-10-18 | 2022-11-08 | Microsoft Technology Licensing, Llc | Acoustic based speech analysis using deep learning models |
| CN113315742B (en) * | 2020-02-27 | 2022-08-09 | 华为技术有限公司 | Attack behavior detection method and device and attack detection equipment |
| CN111950638B (en) * | 2020-08-14 | 2024-02-06 | 厦门美图之家科技有限公司 | Image classification method and device based on model distillation and electronic equipment |
| CN111681059B (en) * | 2020-08-14 | 2020-11-13 | 支付宝(杭州)信息技术有限公司 | Training method and device for behavior prediction model |
| CN114494758A (en) * | 2020-11-09 | 2022-05-13 | 阿里巴巴集团控股有限公司 | A model training method, device, equipment and storage medium thereof |
| US20220180168A1 (en) * | 2020-12-03 | 2022-06-09 | International Business Machines Corporation | Integrated segmentation and interpretable prescriptive policies generation |
| CN113034047B (en) * | 2021-04-21 | 2023-06-30 | 河南工业职业技术学院 | Flexible manufacturing workshop optimal scheduling method and system |
| US12019987B1 (en) | 2021-04-28 | 2024-06-25 | Wells Fargo Bank, N.A. | Systems and methods for flexible regularized distillation of natural language processing models to facilitate interpretation |
| CN113656699B (en) * | 2021-08-25 | 2024-02-13 | 平安科技(深圳)有限公司 | User feature vector determining method, related equipment and medium |
| CN113723554B (en) * | 2021-09-07 | 2024-05-28 | 平安银行股份有限公司 | Model scheduling method, device, electronic equipment and computer readable storage medium |
| CN115005827B (en) * | 2022-05-05 | 2025-03-04 | 上海傅利叶智能科技有限公司 | Muscle output identification method, identification device and rehabilitation robot |
| EP4610912A1 (en) * | 2024-03-01 | 2025-09-03 | Mastercard International Incorporated | Simplification of complex modelling |
Family Cites Families (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107153630B (en) * | 2016-03-04 | 2020-11-06 | 阿里巴巴集团控股有限公司 | Training method and training system of machine learning system |
| US10482379B2 (en) | 2016-07-29 | 2019-11-19 | Google Llc | Systems and methods to perform machine learning with feedback consistency |
| US10824940B1 (en) * | 2016-11-30 | 2020-11-03 | Amazon Technologies, Inc. | Temporal ensemble of machine learning models trained during different time intervals |
| US11144825B2 (en) | 2016-12-01 | 2021-10-12 | University Of Southern California | Interpretable deep learning framework for mining and predictive modeling of health care data |
| CN107247989B (en) * | 2017-06-15 | 2020-11-24 | 北京图森智途科技有限公司 | A real-time computer vision processing method and device |
| FR3069357B1 (en) * | 2017-07-18 | 2023-12-29 | Worldline | MACHINE LEARNING SYSTEM FOR VARIOUS COMPUTER APPLICATIONS |
| US20190228397A1 (en) * | 2018-01-25 | 2019-07-25 | The Bartley J. Madden Foundation | Dynamic economizer methods and systems for improving profitability, savings, and liquidity via model training |
| CN108520220B (en) * | 2018-03-30 | 2021-07-09 | 百度在线网络技术(北京)有限公司 | Model generation method and device |
| JP7440420B2 (en) * | 2018-05-07 | 2024-02-28 | グーグル エルエルシー | Application development platform and software development kit offering comprehensive machine learning services |
| CN108920622B (en) | 2018-06-29 | 2021-07-20 | 北京奇艺世纪科技有限公司 | Training method, training device and recognition device for intention recognition |
| US11410047B2 (en) * | 2018-12-31 | 2022-08-09 | Paypal, Inc. | Transaction anomaly detection using artificial intelligence techniques |
-
2019
- 2019-01-10 US US16/244,240 patent/US12039458B2/en active Active
- 2019-12-23 SG SG10201912923QA patent/SG10201912923QA/en unknown
-
2020
- 2020-01-06 CN CN202010009567.0A patent/CN111428872B/en active Active
- 2020-01-06 EP EP20150335.6A patent/EP3680823A1/en not_active Withdrawn
-
2024
- 2024-06-12 US US18/740,960 patent/US20240330712A1/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| CN111428872B (en) | 2024-12-06 |
| US12039458B2 (en) | 2024-07-16 |
| US20240330712A1 (en) | 2024-10-03 |
| EP3680823A1 (en) | 2020-07-15 |
| CN111428872A (en) | 2020-07-17 |
| US20200226476A1 (en) | 2020-07-16 |
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