Lydia Y. Chen

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Jeremie Decouchant

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Publications

2024
[i44]
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  - journals/corr/abs-2404-17990
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Mohamed Rashad, Zilong Zhao, Jeremie Decouchant, Lydia Y. Chen:
TabVFL: Improving Latent Representation in Vertical Federated Learning. CoRR abs/2404.17990 (2024)
[i41]
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  - journals/corr/abs-2405-15055
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Abele Malan, Jérémie Decouchant, Thiago Guzella, Lydia Y. Chen:
CCBNet: Confidential Collaborative Bayesian Networks Inference. CoRR abs/2405.15055 (2024)
[i39]
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  - journals/corr/abs-2405-20761
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Aditya Shankar, Lydia Y. Chen, Jérémie Decouchant, Dimitra Gkorou, Rihan Hai:
Share Your Secrets for Privacy! Confidential Forecasting with Vertical Federated Learning. CoRR abs/2405.20761 (2024)
[i38]
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  - journals/corr/abs-2406-01438
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Bart Cox, Abele Malan, Lydia Y. Chen, Jérémie Decouchant:
Asynchronous Byzantine Federated Learning. CoRR abs/2406.01438 (2024)
[i37]
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  - journals/corr/abs-2406-01439
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Yuncong Zuo, Bart Cox, Lydia Y. Chen, Jérémie Decouchant:
Asynchronous Multi-Server Federated Learning for Geo-Distributed Clients. CoRR abs/2406.01439 (2024)
[i36]
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  - journals/corr/abs-2406-02015
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Bart Cox, Jeroen Galjaard, Aditya Shankar, Jérémie Decouchant, Lydia Y. Chen:
Parameterizing Federated Continual Learning for Reproducible Research. CoRR abs/2406.02015 (2024)
2022
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  - conf/middleware/CoxCD22
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Bart Cox, Lydia Y. Chen, Jérémie Decouchant:
Aergia: leveraging heterogeneity in federated learning systems. Middleware 2022: 107-120
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  - conf/srds/XuHHCD22
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Jin Xu, Chi Hong, Jiyue Huang, Lydia Y. Chen, Jérémie Decouchant:
AGIC: Approximate Gradient Inversion Attack on Federated Learning. SRDS 2022: 12-22
[i27]
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  - journals/corr/abs-2204-11017
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Federico Lucchetti, Jérémie Decouchant, Maria Fernandes, Lydia Y. Chen, Marcus Völp:
Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets. CoRR abs/2204.11017 (2022)
[i26]
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  - journals/corr/abs-2204-13784
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Jin Xu, Chi Hong, Jiyue Huang, Lydia Y. Chen, Jérémie Decouchant:
AGIC: Approximate Gradient Inversion Attack on Federated Learning. CoRR abs/2204.13784 (2022)
[i24]
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  - journals/corr/abs-2210-06154
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Bart Cox, Lydia Y. Chen, Jérémie Decouchant:
Aergia: Leveraging Heterogeneity in Federated Learning Systems. CoRR abs/2210.06154 (2022)

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