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01/26/2022
An Efficient and Robust System for Vertically Federated Random Forest
As there is a growing interest in utilizing data across multiple resourc...
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07/08/2021
Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform
In this paper, we present Fedlearn-Algo, an open-source privacy preservi...
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01/31/2020
FEA-Net: A Physics-guided Data-driven Model for Efficient Mechanical Response Prediction
An innovative physics-guided learning algorithm for predicting the mecha...
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02/09/2019
Image Decomposition and Classification through a Generative Model
We demonstrate in this paper that a generative model can be designed to ...
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02/07/2019
Low-cost Measurement of Industrial Shock Signals via Deep Learning Calibration
Special high-end sensors with expensive hardware are usually needed to m...
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01/31/2019