research
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04/14/2023
Systemic Fairness
Machine learning algorithms are increasingly used to make or support dec...
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04/07/2023
Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning
Federated learning introduces a novel approach to training machine learn...
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10/26/2022
EW-Tune: A Framework for Privately Fine-Tuning Large Language Models with Differential Privacy
Pre-trained Large Language Models (LLMs) are an integral part of modern ...
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12/25/2020
Whom to Test? Active Sampling Strategies for Managing COVID-19
This paper presents methods to choose individuals to test for infection ...
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10/07/2020