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07/07/2023
Mediation Analysis with Graph Mediator
This study introduces a mediation analysis framework when the mediator i...
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04/23/2021
Becoming Good at AI for Good
AI for good (AI4G) projects involve developing and applying artificial i...
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09/11/2020
MACE: A Flexible Framework for Membership Privacy Estimation in Generative Models
Generative models are widely used for publishing synthetic datasets. Des...
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12/31/2019
Protecting GANs against privacy attacks by preventing overfitting
Generative Adversarial Networks (GANs) have made releasing of synthetic ...
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10/03/2018
Understanding Weight Normalized Deep Neural Networks with Rectified Linear Units
This paper presents a general framework for norm-based capacity control ...
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04/06/2017