research
∙
07/05/2023
SoK: Privacy-Preserving Data Synthesis
As the prevalence of data analysis grows, safeguarding data privacy has ...
share
research
∙
12/31/2020
Kamino: Constraint-Aware Differentially Private Data Synthesis
Organizations are increasingly relying on data to support decisions. Whe...
research
∙
09/03/2020
Data Programming by Demonstration: A Framework for Interactively Learning Labeling Functions
Data programming is a programmatic weak supervision approach to efficien...
research
∙
07/31/2019
Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning
Deep learning algorithms have achieved excellent performance lately in a...
research
∙
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...
research
∙
12/29/2017