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07/19/2023
DP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation
The generation of synthetic tabular data that preserves differential pri...
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12/13/2021
ELF: Exact-Lipschitz Based Universal Density Approximator Flow
Normalizing flows have grown more popular over the last few years; howev...
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12/02/2021
Why Calibration Error is Wrong Given Model Uncertainty: Using Posterior Predictive Checks with Deep Learning
Within the last few years, there has been a move towards using statistic...
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11/02/2021
Discovering Supply Chain Links with Augmented Intelligence
One of the key components in analyzing the risk of a company is understa...
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09/09/2021
Estimation of Corporate Greenhouse Gas Emissions via Machine Learning
As an important step to fulfill the Paris Agreement and achieve net-zero...
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09/16/2020
