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08/17/2022
An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models
Tabular data typically contains private and important information; thus,...
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04/19/2022
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations
The problem of processing very long time-series data (e.g., a length of ...
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04/19/2022
EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting
Deep learning inspired by differential equations is a recent research tr...
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02/08/2022
Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis
Tabular data synthesis has received wide attention in the literature. Th...
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05/31/2021