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Ludwig, Heiko
334  Ergebnisse:
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1

Hyper-parameter optimization in federated learning:

, In: Federated Learning,
Zhou, Yi ; Ram, Parikshit ; Salonidis, Theodoros... - p. 237-255 , 2024
Link: https://doi.org/10.1016/..
 
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2

Contributors:

, In: Federated Learning,
Agussurja, Lucas ; Aramoon, Omid ; Arora, Sanjeev... - p. xvii-xxi , 2024
Link: https://doi.org/10.1016/..
 
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3

Towards Customer Outcome Management in Smart Manufacturing:

Grefen, Paul ; Vanderfeesten, Irene ; Wilbik, Anna...
Machines.  11 (2023)  6 - p. 636 , 2023
Link: https://doi.org/10.3390/..
 
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4

Introduction to Federated Learning:

, In: Federated Learning,
Ludwig, Heiko ; Baracaldo, Nathalie - p. 1-23 , 2022
Link: https://doi.org/10.1007/..
 
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5

Federated Learning and Fairness:

, In: Federated Learning,
Abay, Annie ; Zhou, Yi ; Baracaldo, Nathalie. - p. 177-191 , 2022
Link: https://doi.org/10.1007/..
 
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6

DeTrust-FL: Privacy-Preserving Federated Learning in Decent..:

, In: 2022 IEEE 15th International Conference on Cloud Computing (CLOUD),
Xu, Runhua ; Baracaldo, Nathalie ; Zhou, Yi... - p. 417-426 , 2022
Link: https://doi.org/10.1109/..
 
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7

Federated Learning: A Comprehensive Overview of Methods and..:

Ludwig, Heiko ; Baracaldo, Nathalie - 1st ed. 2022 . , 2022
Link: https://doi.org/10.1007/..
 
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8

Amnis: Optimized stream processing for edge computing:

Xu, Jinlai ; Palanisamy, Balaji ; Wang, Qingyang..
Journal of Parallel and Distributed Computing.  160 (2022)  - p. 49-64 , 2022
Link: https://doi.org/10.1016/..
 
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9

Decentralized Allocation of Geo-distributed Edge Resources ..:

, In: 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid),
Xu, Jinlai ; Palanisamy, Balaji ; Wang, Qingyang.. - p. 422-431 , 2022
Link: https://doi.org/10.1109/..
 
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10

Federated Learning for Collaborative Financial Crimes Detec..:

, In: Federated Learning,
Suzumura, Toyotaro ; Zhou, Yi ; Kawahara, Ryo.. - p. 455-466 , 2022
Link: https://doi.org/10.1007/..
 
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11

Accountable Federated Machine Learning in Government: Engin..:

, In: Electronic Participation; Lecture Notes in Computer Science,
Balta, Dian ; Sellami, Mahdi ; Kuhn, Peter... - p. 125-138 , 2021
Link: https://doi.org/10.1007/..
 
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12

FedV : Privacy-Preserving Federated Learning over Vertic..:

, In: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security,
Xu, Runhua ; Baracaldo, Nathalie ; Zhou, Yi... - p. 181-192 , 2021
Link: https://dl.acm.org/doi/1..
 
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13

The Design and Development of a Game to Study Backdoor Pois..:

, In: 26th International Conference on Intelligent User Interfaces,
Ashktorab, Zahra ; Dugan, Casey ; Johnson, James... - p. 423-433 , 2021
Link: https://dl.acm.org/doi/1..
 
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14

Locality-Aware Scheduling for Containers in Cloud Computing:

Zhao, Dongfang ; Mohamed, Mohamed ; Ludwig, Heiko
IEEE Transactions on Cloud Computing.  8 (2020)  2 - p. 635-646 , 2020
Link: https://doi.org/10.1109/..
 
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15

TiFL: A Tier-based Federated Learning System:

, In: Proceedings of the 29th International Symposium on High-Performance Parallel and Distributed Computing,
Chai, Zheng ; Ali, Ahsan ; Zawad, Syed... - p. 125-136 , 2020
Link: https://dl.acm.org/doi/1..
 
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