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Reza NasiriGerdeh
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Year
Exploring the SARS-CoV-2 virus-host-drug interactome for drug repurposing
S Sadegh, J Matschinske, DB Blumenthal, G Galindez, T Kacprowski, ...
Nature communications 11 (1), 3518, 2020
1622020
sPLINK: a hybrid federated tool as a robust alternative to meta-analysis in genome-wide association studies
R Nasirigerdeh, R Torkzadehmahani, J Matschinske, T Frisch, M List, ...
Genome Biology 23 (1), 32, 2022
39*2022
Privacy-preserving artificial intelligence techniques in biomedicine
R Torkzadehmahani, R Nasirigerdeh, DB Blumenthal, T Kacprowski, ...
Methods of information in medicine 61 (S 01), e12-e27, 2022
372022
Performance evaluation of Web server workloads in Xen‐based virtualized computer system: analytical modeling and experimental validation
K RahimiZadeh, R Nasiri Gerde, M AnaLoui, P Kabiri
Concurrency and Computation: Practice and Experience 27 (17), 4741-4762, 2015
202015
Flimma: a federated and privacy-aware tool for differential gene expression analysis
O Zolotareva, R Nasirigerdeh, J Matschinske, R Torkzadehmahani, ...
Genome biology 22 (1), 338, 2021
15*2021
Federated principal component analysis for genome-wide association studies
A Hartebrodt, R Nasirigerdeh, DB Blumenthal, R Röttger
2021 IEEE International Conference on Data Mining (ICDM), 1090-1095, 2021
132021
On the privacy of federated pipelines
R Nasirigerdeh, R Torkzadehmahani, J Baumbach, DB Blumenthal
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
122021
The FeatureCloud platform for federated learning in biomedicine: unified approach
J Matschinske, J Späth, M Bakhtiari, N Probul, MMK Majdabadi, ...
Journal of Medical Internet Research 25 (1), e42621, 2023
11*2023
Hyfed: A hybrid federated framework for privacy-preserving machine learning
R Nasirigerdeh, R Torkzadehmahani, J Matschinske, J Baumbach, ...
arXiv preprint arXiv:2105.10545, 2021
112021
Tintenfisch: File System Namespace Schemas And Generators
MA Sevilla, R Nasirigerdeh, J LeFevre, N Watkins, P Alvaro, M Lawson, ...
10th {USENIX} Workshop on Hot Topics in Storage and File Systems (HotStorage 18), 2018
92018
Programmable caches with a data management language and policy engine
MA Sevilla, C Maltzahn, P Alvaro, R Nasirigerdeh, BW Settlemyer, ...
2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2018
72018
Performance analysis of Web application in Xen-based virtualized environment
R NasiriGerdeh, N Hosseini, K RahimiZadeh, M AnaLoui
2015 5th International Conference on Computer and Knowledge Engineering …, 2015
72015
Label noise-robust learning using a confidence-based sieving strategy
R Torkzadehmahani, R Nasirigerdeh, D Rueckert, G Kaissis
arXiv preprint arXiv:2210.05330, 2022
32022
Kernel normalized convolutional networks for privacy-preserving machine learning
R Nasirigerdeh, J Torkzadehmahani, D Rueckert, G Kaissis
2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 107-118, 2023
22023
Kernel Normalized Convolutional Networks
R Nasirigerdeh, R Torkzadehmahani, D Rueckert, G Kaissis
Transactions on Machine Learning Research (TMLR), 1-21, 2024
2024
Utility-preserving Federated Learning
R Nasirigerdeh, D Rueckert, G Kaissis
Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security …, 2023
2023
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