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07/01/2023
Constrained Local Approximate Ideal Restriction for Advection-Diffusion Problems
This paper focuses on developing a reduction-based algebraic multigrid m...
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05/04/2022
SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training
In today's production machine learning (ML) systems, models are continuo...
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04/20/2022
fairDMS: Rapid Model Training by Data and Model Reuse
Extracting actionable information from data sources such as the Linac Co...
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05/28/2021
Bridge Data Center AI Systems with Edge Computing for Actionable Information Retrieval
Extremely high data rates at modern synchrotron and X-ray free-electron ...
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02/01/2021
Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
Data heterogeneity has been identified as one of the key features in fed...
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01/25/2020