CN115280338A - A model training method, electronic device and storage medium based on federated learning - Google Patents
A model training method, electronic device and storage medium based on federated learningDownload PDFInfo
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- CN115280338A CN115280338ACN202080098459.3ACN202080098459ACN115280338ACN 115280338 ACN115280338 ACN 115280338ACN 202080098459 ACN202080098459 ACN 202080098459ACN 115280338 ACN115280338 ACN 115280338A
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- federated 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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Abstract
Translated fromChinese
Description
Translated fromChinesePCT国内申请，说明书已公开。PCT domestic application, specification has been published.
Claims (60)
Translated fromChineseApplications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/CN2020/078721WO2021179196A1 (en) | 2020-03-11 | 2020-03-11 | Federated learning-based model training method, electronic device, and storage medium |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN115280338Atrue CN115280338A (en) | 2022-11-01 |
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| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202080098459.3APendingCN115280338A (en) | 2020-03-11 | 2020-03-11 | A model training method, electronic device and storage medium based on federated learning |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN115280338A (en) |
| WO (1) | WO2021179196A1 (en) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116170781A (en)* | 2022-12-07 | 2023-05-26 | 杭州援宇科技有限公司 | D2D mutual learning system pairing method based on unlicensed frequency band transmission |
| CN116347646A (en)* | 2022-12-13 | 2023-06-27 | 国网湖北省电力有限公司信息通信公司 | An NR-U-based efficient access method for federated learning of electric power Internet |
Families Citing this family (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113935469B (en)* | 2021-10-26 | 2022-06-24 | 城云科技（中国）有限公司 | Model training method based on decentralized federal learning |
| CN113708982B (en)* | 2021-10-28 | 2022-01-18 | 华中科技大学 | Service function chain deployment method and system based on group learning |
| CN113869528B (en) | 2021-12-02 | 2022-03-18 | 中国科学院自动化研究所 | De-entanglement individualized federated learning method for consensus characterization extraction and diversity propagation |
| CN114118447A (en)* | 2021-12-15 | 2022-03-01 | 湖南红普创新科技发展有限公司 | Novel federal learning system, method and device, computer equipment and storage medium |
| CN114254761B (en)* | 2021-12-22 | 2025-05-27 | 安徽兰科智能科技有限公司 | A universal federated learning implementation method for heterogeneous networks |
| CN114266406B (en)* | 2021-12-24 | 2024-07-12 | 北京航空航天大学 | Large-range road network traffic flow state prediction method based on federal learning |
| CN116669085A (en)* | 2022-02-18 | 2023-08-29 | 展讯通信（上海）有限公司 | Communication method, device, equipment and storage medium |
| CN114662706B (en)* | 2022-03-24 | 2024-07-12 | 支付宝(杭州)信息技术有限公司 | Model training method, device and equipment |
| WO2024026583A1 (en)* | 2022-07-30 | 2024-02-08 | 华为技术有限公司 | Communication method and communication apparatus |
| CN117676594A (en)* | 2022-08-10 | 2024-03-08 | 索尼集团公司 | Electronic device and method for spectrum management apparatus, and storage medium |
| WO2024036526A1 (en)* | 2022-08-17 | 2024-02-22 | 华为技术有限公司 | Model scheduling method and apparatus |
| CN116346863B (en)* | 2023-05-29 | 2023-08-01 | 湘江实验室 | Data processing method, device, equipment and medium for in-vehicle network based on federated learning |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109871702A (en)* | 2019-02-18 | 2019-06-11 | 深圳前海微众银行股份有限公司 | Federated model training method, system, device, and computer-readable storage medium |
| CN110490335A (en)* | 2019-08-07 | 2019-11-22 | 深圳前海微众银行股份有限公司 | A kind of method and device calculating participant's contribution rate |
| CN110782042A (en)* | 2019-10-29 | 2020-02-11 | 深圳前海微众银行股份有限公司 | Horizontal and vertical federation methods, devices, equipment and media |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11475350B2 (en)* | 2018-01-22 | 2022-10-18 | Google Llc | Training user-level differentially private machine-learned models |
| CN110442457A (en)* | 2019-08-12 | 2019-11-12 | 北京大学深圳研究生院 | Model training method, device and server based on federation's study |
| CN110610242B (en)* | 2019-09-02 | 2023-11-14 | 深圳前海微众银行股份有限公司 | Method and device for setting weights of participants in federal learning |
| CN110795477A (en)* | 2019-09-20 | 2020-02-14 | 平安科技（深圳）有限公司 | Data training method, device and system |
- 2020
- 2020-03-11CNCN202080098459.3Apatent/CN115280338A/enactivePending
- 2020-03-11WOPCT/CN2020/078721patent/WO2021179196A1/ennot_activeCeased
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109871702A (en)* | 2019-02-18 | 2019-06-11 | 深圳前海微众银行股份有限公司 | Federated model training method, system, device, and computer-readable storage medium |
| CN110490335A (en)* | 2019-08-07 | 2019-11-22 | 深圳前海微众银行股份有限公司 | A kind of method and device calculating participant's contribution rate |
| CN110782042A (en)* | 2019-10-29 | 2020-02-11 | 深圳前海微众银行股份有限公司 | Horizontal and vertical federation methods, devices, equipment and media |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116170781A (en)* | 2022-12-07 | 2023-05-26 | 杭州援宇科技有限公司 | D2D mutual learning system pairing method based on unlicensed frequency band transmission |
| CN116347646A (en)* | 2022-12-13 | 2023-06-27 | 国网湖北省电力有限公司信息通信公司 | An NR-U-based efficient access method for federated learning of electric power Internet |
Also Published As
| Publication number | Publication date |
|---|---|
| WO2021179196A1 (en) | 2021-09-16 |
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