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06/27/2023
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics
As the frontier of machine learning applications moves further into huma...
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12/01/2022
Privacy-Preserving Data Synthetisation for Secure Information Sharing
We can protect user data privacy via many approaches, such as statistica...
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01/20/2022
Survey on Privacy-Preserving Techniques for Data Publishing
The exponential growth of collected, processed, and shared microdata has...
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01/13/2022
Towards a Data Privacy-Predictive Performance Trade-off
Machine learning is increasingly used in the most diverse applications a...
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12/29/2020
TensorX: Extensible API for Neural Network Model Design and Deployment
TensorX is a Python library for prototyping, design, and deployment of c...
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07/02/2018
Neural Random Projections for Language Modelling
Neural network-based language models deal with data sparsity problems by...
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07/02/2014