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| Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
Authors: Ahmad Chaddad; Qizong Lu; Jiali Li; Yousef Katib; Reem Kateb; Camel Tanougast; Ahmed Bouridane; Ahmed Abdulkadir
 Adobe PDF(6028Kb) |  Favorite | View/Download：3/1 | Submit date：2023/03/22
Domain adaptation explainable artificial intelligence federated learning |
| 基于联邦学习的人脸识别方法研究 学位论文
, 中国科学院自动化所: 中国科学院自动化所, 2022
Authors: 刘凌云
 Adobe PDF(2245Kb) | Favorite | View/Download：180/3 | Submit date：2022/06/14
深度学习 人脸识别 联邦学习 |
| 基于多智能体强化学习的大规模路网交通信号控制 学位论文
学术硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors: 陈筱语
Adobe PDF(23947Kb) | Favorite | View/Download：79/5 | Submit date：2022/06/16
交通信号控制 马尔科夫决策过程 多智能体强化学习 联邦强化学习 |
| 面向非独立同分布场景的自适应与个性化联邦控制方法 学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors: 陈薏竹
Adobe PDF(10279Kb) | Favorite | View/Download：77/1 | Submit date：2022/06/24
自适应联邦控制 个性化联邦控制 联邦学习 非独立同分布 |
| 面向应用场景的知识图谱构建关键技术研究 学位论文
, 北京中关村东路95号: 中国科学院自动化研究所, 2022
Authors: 隋典伯
Adobe PDF(5562Kb) | Favorite | View/Download：159/9 | Submit date：2022/06/14
知识图谱构建 命名实体识别 实体关系抽取 多模态学习 联邦学习 |
| FedFV: federated face verification via equivalent class embeddings 期刊论文
MULTIMEDIA SYSTEMS, 2022, 页码: 11
Authors: Liu, Lingyun; Zhang, Yifan; Gao, Haoyuan; Yu, Xingtao; Cheng, Jian
Adobe PDF(1435Kb) | Favorite | View/Download：95/7 | Submit date：2022/06/10
Equivalent class embeddings Federated learning Face recognition Deep learning |
| A Weighted Average Consensus Approach for Decentralized Federated Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 319-330
Authors: Alessandro Giuseppi
Adobe PDF(1462Kb) | Favorite | View/Download：35/3 | Submit date：2022/07/29
Federated learning (FedL) deep learning federated averaging (FedAvg) machine learning (ML) artificial intelligence discrete-time consensus distributed systems |
| Cooperative and Competitive Multi-Agent Systems: From Optimization to Games 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 5, 页码: 763-783
Authors: Jianrui Wang; Yitian Hong; Jiali Wang; Jiapeng Xu; Yang Tang; Qing-Long Han; Jürgen Kurths
Adobe PDF(8407Kb) | Favorite | View/Download：47/4 | Submit date：2022/04/24
Cooperative games counterfactual regret min- imization distributed optimization federated optimization fictitious self-play mean field games multi-agent reinforcement learning non-cooperative games |
| Distantly Supervised Relation Extraction in Federated Settings 会议论文
, Punta Cana, Dominican Republic, 2021
Authors: Sui DB(隋典伯); Yubo Chen; Kang Liu; Jun Zhao
Adobe PDF(773Kb) | Favorite | View/Download：71/6 | Submit date：2022/06/28 |
| An Adaptive Federated Control Strategy for Participant Selection in Multi-Client Collaboration 会议论文
, 中国北京, 2021-7-15
Authors: Chen, Yizhu; Du, Xiaoming; Wang, Xiao; Zhang, Jun; Wang, Fei-Yue
Adobe PDF(292Kb) | Favorite | View/Download：58/15 | Submit date：2022/06/24
federated control Non-IID participant selection Mann-Kendall test |
