RU2648573C2 - Выделение ресурсов для машинного обучения - Google Patents
Выделение ресурсов для машинного обучения Download PDFInfo
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- RU2648573C2 RU2648573C2 RU2015122759A RU2015122759A RU2648573C2 RU 2648573 C2 RU2648573 C2 RU 2648573C2 RU 2015122759 A RU2015122759 A RU 2015122759A RU 2015122759 A RU2015122759 A RU 2015122759A RU 2648573 C2 RU2648573 C2 RU 2648573C2
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/20—Ensemble learning
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N99/00—Subject matter not provided for in other groups of this subclass
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- Theoretical Computer Science (AREA)
- Software Systems (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Algebra (AREA)
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- Mathematical Analysis (AREA)
- Mathematical Optimization (AREA)
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- Image Analysis (AREA)
- Image Processing (AREA)
- Electrically Operated Instructional Devices (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US13/714,610 | 2012-12-14 | ||
| US13/714,610 US10417575B2 (en) | 2012-12-14 | 2012-12-14 | Resource allocation for machine learning |
| PCT/US2013/075209 WO2014093949A1 (en) | 2012-12-14 | 2013-12-14 | Resource allocation for machine learning |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| RU2015122759A RU2015122759A (ru) | 2017-01-10 |
| RU2648573C2 true RU2648573C2 (ru) | 2018-03-26 |
Family
ID=49956363
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| RU2015122759A RU2648573C2 (ru) | 2012-12-14 | 2013-12-14 | Выделение ресурсов для машинного обучения |
Country Status (7)
| Country | Link |
|---|---|
| US (1) | US10417575B2 (enExample) |
| EP (1) | EP2932444B1 (enExample) |
| JP (1) | JP6333844B2 (enExample) |
| CN (1) | CN105229677A (enExample) |
| BR (1) | BR112015011892B1 (enExample) |
| RU (1) | RU2648573C2 (enExample) |
| WO (1) | WO2014093949A1 (enExample) |
Families Citing this family (36)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9380224B2 (en) * | 2014-02-28 | 2016-06-28 | Microsoft Technology Licensing, Llc | Depth sensing using an infrared camera |
| US9610893B2 (en) | 2015-03-18 | 2017-04-04 | Car1St Technologies, Llc | Methods and systems for providing alerts to a driver of a vehicle via condition detection and wireless communications |
| US10328855B2 (en) | 2015-03-18 | 2019-06-25 | Uber Technologies, Inc. | Methods and systems for providing alerts to a connected vehicle driver and/or a passenger via condition detection and wireless communications |
| US9704066B2 (en) | 2015-03-20 | 2017-07-11 | Microsoft Technology Licensing, Llc | Multi-stage image classification |
| US20160358099A1 (en) * | 2015-06-04 | 2016-12-08 | The Boeing Company | Advanced analytical infrastructure for machine learning |
| US11017210B2 (en) | 2016-05-19 | 2021-05-25 | Visiana Aps | Image processing apparatus and method |
| WO2018173121A1 (ja) * | 2017-03-21 | 2018-09-27 | 株式会社Preferred Networks | サーバ装置、学習済モデル提供プログラム、学習済モデル提供方法及び学習済モデル提供システム |
| RU2672394C1 (ru) * | 2017-07-26 | 2018-11-14 | Общество С Ограниченной Ответственностью "Яндекс" | Способы и системы для оценки обучающих объектов посредством алгоритма машинного обучения |
| US11429807B2 (en) | 2018-01-12 | 2022-08-30 | Microsoft Technology Licensing, Llc | Automated collection of machine learning training data |
| US11481571B2 (en) | 2018-01-12 | 2022-10-25 | Microsoft Technology Licensing, Llc | Automated localized machine learning training |
| US20190266254A1 (en) * | 2018-02-26 | 2019-08-29 | Jeremy D. Blumenfeld | System to process electronic records using a request orchestration platform |
| JP7099163B2 (ja) * | 2018-08-10 | 2022-07-12 | 株式会社リコー | 学習装置および学習方法 |
| US12223407B2 (en) | 2018-08-23 | 2025-02-11 | Microsoft Technology Licensing, Llc | Efficient configuration selection for automated machine learning |
| US11625640B2 (en) | 2018-10-05 | 2023-04-11 | Cisco Technology, Inc. | Distributed random forest training with a predictor trained to balance tasks |
| EP4560546A3 (en) * | 2018-11-28 | 2025-06-04 | 3M Innovative Properties Company | Data center infrastructure optimization method based on causal learning |
| US10602270B1 (en) | 2018-11-30 | 2020-03-24 | Microsoft Technology Licensing, Llc | Similarity measure assisted adaptation control |
| US11036615B2 (en) | 2018-12-06 | 2021-06-15 | Microsoft Technology Licensing, Llc | Automatically performing and evaluating pilot testing of software |
| US11934931B2 (en) * | 2018-12-17 | 2024-03-19 | Shape Security, Inc. | Decision tree training using a database system |
| US10776000B2 (en) | 2018-12-19 | 2020-09-15 | Microsoft Technology Licensing, Llc. | System and method of receiving and converting digital ink input |
| US20200202170A1 (en) * | 2018-12-21 | 2020-06-25 | Microsoft Technology Licensing, Llc | Modular autotune for automated feed model training |
| TWI715903B (zh) * | 2018-12-24 | 2021-01-11 | 財團法人工業技術研究院 | 動作追蹤系統及方法 |
| BR112021013754A2 (pt) * | 2019-01-10 | 2021-09-21 | 6 Over 6 Vision Ltd. | Aparelho, sistema e método para determinar um ou mais parâmetros de uma lente |
| EP3690739A1 (en) * | 2019-02-01 | 2020-08-05 | Koninklijke Philips N.V. | Confidence measure for a deployed machine learning model |
| US11328004B2 (en) | 2019-03-22 | 2022-05-10 | Microsoft Technology Licensing, Llc | Method and system for intelligently suggesting tags for documents |
| US10657603B1 (en) * | 2019-04-03 | 2020-05-19 | Progressive Casualty Insurance Company | Intelligent routing control |
| US12079569B2 (en) | 2019-06-07 | 2024-09-03 | Microsoft Technology Licensing, Llc | Document editing models and localized content management |
| US12406209B1 (en) | 2019-06-28 | 2025-09-02 | Shape Security, Inc. | Decision tree training using a database system |
| US11308430B2 (en) | 2019-10-11 | 2022-04-19 | Microsoft Technology Licensing, Llc | Keeping track of important tasks |
| US11108620B2 (en) * | 2019-11-05 | 2021-08-31 | At&T Intellectual Property I, L.P. | Multi-dimensional impact detect and diagnosis in cellular networks |
| JP7384059B2 (ja) * | 2020-02-06 | 2023-11-21 | 富士通株式会社 | 検知プログラム、検知方法及び検知装置 |
| EP4105844A4 (en) * | 2020-02-10 | 2024-04-03 | Aising Ltd. | INFORMATION PROCESSING DEVICE, METHOD, PROGRAM AND SYSTEM |
| US12159238B2 (en) | 2020-12-10 | 2024-12-03 | International Business Machines Corporation | Automated machine learning model selection |
| CN113094448B (zh) * | 2021-04-06 | 2023-10-27 | 国网北京市电力公司 | 住宅空置状态的分析方法及分析装置、电子设备 |
| CN114463744A (zh) * | 2021-11-26 | 2022-05-10 | 上海申挚医疗科技有限公司 | 荧光染色抗酸杆菌计数方法及系统 |
| US20240220940A1 (en) * | 2022-12-30 | 2024-07-04 | AIDASH Inc. | Systems and methods for predicting trim devices for vegetation management |
| CN118860600B (zh) * | 2024-07-04 | 2025-04-01 | 怀化学院 | 云边协同的数字经济资源调度与管理方法 |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| RU2329538C2 (ru) * | 2002-04-10 | 2008-07-20 | Вольт Информейшн Сайенсиз, Инк. | Вычислительная система и способ формирования аналитических данных, относящиеся к способу обработки проектных предложений и заявок |
| US7937336B1 (en) * | 2007-06-29 | 2011-05-03 | Amazon Technologies, Inc. | Predicting geographic location associated with network address |
| US20120158623A1 (en) * | 2010-12-21 | 2012-06-21 | Microsoft Corporation | Visualizing machine learning accuracy |
| US20120209652A1 (en) * | 2011-02-14 | 2012-08-16 | Deepak Khosla | System and method for resource allocation and management |
| US20120209707A1 (en) * | 2005-09-14 | 2012-08-16 | Jorey Ramer | System for Targeting Advertising to Mobile Communication Facilities Using Third Party Data |
Family Cites Families (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20030065409A1 (en) * | 2001-09-28 | 2003-04-03 | Raeth Peter G. | Adaptively detecting an event of interest |
| US20030189904A1 (en) * | 2002-04-04 | 2003-10-09 | Li Jonathan Q. | Sampling fractal internet protocol traffic with bounded error tolerance and response time |
| EP1575420A4 (en) * | 2002-05-10 | 2007-12-26 | Eastern Virginia Med School | PROSTATE CANCER-BIOMARKERS |
| US7050630B2 (en) * | 2002-05-29 | 2006-05-23 | Hewlett-Packard Development Company, L.P. | System and method of locating a non-textual region of an electronic document or image that matches a user-defined description of the region |
| US7277574B2 (en) * | 2004-06-25 | 2007-10-02 | The Trustees Of Columbia University In The City Of New York | Methods and systems for feature selection |
| US7337161B2 (en) | 2004-07-30 | 2008-02-26 | International Business Machines Corporation | Systems and methods for sequential modeling in less than one sequential scan |
| US7558771B2 (en) | 2006-06-07 | 2009-07-07 | Gm Global Technology Operations, Inc. | System and method for selection of prediction tools |
| WO2008067676A1 (en) * | 2006-12-08 | 2008-06-12 | Medhat Moussa | Architecture, system and method for artificial neural network implementation |
| US9015145B2 (en) | 2006-12-22 | 2015-04-21 | Singapore Technologies Dynamics Ptd Ltd. | Method and apparatus for automatic configuration of meta-heuristic algorithms in a problem solving environment |
| CA2726080A1 (en) * | 2008-06-12 | 2009-12-17 | Integragen | A method for autism prediction |
| AU2010328019A1 (en) * | 2009-12-09 | 2012-06-28 | Aviir, Inc. | Biomarker assay for diagnosis and classification of cardiovascular disease |
| US20120056846A1 (en) * | 2010-03-01 | 2012-03-08 | Lester F. Ludwig | Touch-based user interfaces employing artificial neural networks for hdtp parameter and symbol derivation |
| JP2011203991A (ja) * | 2010-03-25 | 2011-10-13 | Sony Corp | 情報処理装置、情報処理方法、およびプログラム |
| GB2498152A (en) * | 2010-10-07 | 2013-07-03 | Rocket Fuel Inc | System and method for real-time advertising campaign adaption |
| US8488888B2 (en) | 2010-12-28 | 2013-07-16 | Microsoft Corporation | Classification of posture states |
| EP2710370A4 (en) * | 2011-05-18 | 2015-01-07 | Medimmune Llc | METHODS OF DIAGNOSING AND TREATING PULMONARY DISEASES OR DISORDERS |
-
2012
- 2012-12-14 US US13/714,610 patent/US10417575B2/en active Active
-
2013
- 2013-12-14 WO PCT/US2013/075209 patent/WO2014093949A1/en not_active Ceased
- 2013-12-14 EP EP13821244.4A patent/EP2932444B1/en not_active Not-in-force
- 2013-12-14 CN CN201380064897.8A patent/CN105229677A/zh active Pending
- 2013-12-14 JP JP2015548027A patent/JP6333844B2/ja active Active
- 2013-12-14 BR BR112015011892-5A patent/BR112015011892B1/pt not_active IP Right Cessation
- 2013-12-14 RU RU2015122759A patent/RU2648573C2/ru active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| RU2329538C2 (ru) * | 2002-04-10 | 2008-07-20 | Вольт Информейшн Сайенсиз, Инк. | Вычислительная система и способ формирования аналитических данных, относящиеся к способу обработки проектных предложений и заявок |
| US20120209707A1 (en) * | 2005-09-14 | 2012-08-16 | Jorey Ramer | System for Targeting Advertising to Mobile Communication Facilities Using Third Party Data |
| US7937336B1 (en) * | 2007-06-29 | 2011-05-03 | Amazon Technologies, Inc. | Predicting geographic location associated with network address |
| US20120158623A1 (en) * | 2010-12-21 | 2012-06-21 | Microsoft Corporation | Visualizing machine learning accuracy |
| US20120209652A1 (en) * | 2011-02-14 | 2012-08-16 | Deepak Khosla | System and method for resource allocation and management |
Also Published As
| Publication number | Publication date |
|---|---|
| EP2932444A1 (en) | 2015-10-21 |
| WO2014093949A1 (en) | 2014-06-19 |
| CN105229677A (zh) | 2016-01-06 |
| US20140172753A1 (en) | 2014-06-19 |
| US10417575B2 (en) | 2019-09-17 |
| BR112015011892B1 (pt) | 2022-01-11 |
| RU2015122759A (ru) | 2017-01-10 |
| JP6333844B2 (ja) | 2018-05-30 |
| JP2016506569A (ja) | 2016-03-03 |
| EP2932444B1 (en) | 2019-01-30 |
| BR112015011892A2 (pt) | 2017-07-11 |
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