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Pranshu Chaturvedi
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 7
Top Topics
Computing Environments
Fault Tolerance
Privacy Preservation
High Performance Computing
Top Venues
CoRR
e-Science
Frontiers Artif. Intell.
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Publications
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Zilinghan Li
,
Shilan He
,
Pranshu Chaturvedi
,
Trung-Hieu Hoang
,
Minseok Ryu
,
E. A. Huerta
,
Volodymyr V. Kindratenko
,
Jordan D. Fuhrman
,
Maryellen L. Giger
,
Ryan Chard
,
Kibaek Kim
,
Ravi K. Madduri
APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service.
e-Science
(2023)
Trung-Hieu Hoang
,
Jordan D. Fuhrman
,
Ravi K. Madduri
,
Miao Li
,
Pranshu Chaturvedi
,
Zilinghan Li
,
Kibaek Kim
,
Minseok Ryu
,
Ryan Chard
,
E. A. Huerta
,
Maryellen L. Giger
Enabling End-to-End Secure Federated Learning in Biomedical Research on Heterogeneous Computing Environments with APPFLx.
CoRR
(2023)
Zilinghan Li
,
Shilan He
,
Pranshu Chaturvedi
,
Trung-Hieu Hoang
,
Minseok Ryu
,
E. A. Huerta
,
Volodymyr V. Kindratenko
,
Jordan D. Fuhrman
,
Maryellen L. Giger
,
Ryan Chard
,
Kibaek Kim
,
Ravi K. Madduri
APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service.
CoRR
(2023)
Zilinghan Li
,
Pranshu Chaturvedi
,
Shilan He
,
Han Chen
,
Gagandeep Singh
,
Volodymyr V. Kindratenko
,
E. A. Huerta
,
Kibaek Kim
,
Ravi K. Madduri
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler.
CoRR
(2023)
Pranshu Chaturvedi
,
Asad Khan
,
Minyang Tian
,
E. A. Huerta
,
Huihuo Zheng
Inference-Optimized AI and High Performance Computing for Gravitational Wave Detection at Scale.
Frontiers Artif. Intell.
5 (2022)
Nikil Ravi
,
Pranshu Chaturvedi
,
E. A. Huerta
,
Zhengchun Liu
,
Ryan Chard
,
Aristana Scourtas
,
K. J. Schmidt
,
Kyle Chard
,
Ben Blaiszik
,
Ian T. Foster
FAIR principles for AI models, with a practical application for accelerated high energy diffraction microscopy.
CoRR
(2022)
Pranshu Chaturvedi
,
Asad Khan
,
Minyang Tian
,
E. A. Huerta
,
Huihuo Zheng
Inference-optimized AI and high performance computing for gravitational wave detection at scale.
CoRR
(2022)