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07/05/2023
SoK: Privacy-Preserving Data Synthesis
As the prevalence of data analysis grows, safeguarding data privacy has ...
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12/31/2020
Kamino: Constraint-Aware Differentially Private Data Synthesis
Organizations are increasingly relying on data to support decisions. Whe...
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09/03/2020
Data Programming by Demonstration: A Framework for Interactively Learning Labeling Functions
Data programming is a programmatic weak supervision approach to efficien...
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07/31/2019
Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning
Deep learning algorithms have achieved excellent performance lately in a...
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07/31/2019
Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals
Synthesizing geometrical shapes from human brain activities is an intere...
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12/29/2017
