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Brendan Avent
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Advances and Open Problems in Federated Learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and Trends in Machine Learning 14 (1–2), 1-210, 2021
69112021
BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model
B Avent, A Korolova, D Zeber, T Hovden, B Livshits
26th USENIX Security Symposium (USENIX Security 17), 747-764, 2017
1222017
Pathway Analysis with Signaling Hypergraphs
A Ritz, B Avent, TM Murali
IEEE/ACM Transactions on Computational Biology and Bioinformatics 14 (5 …, 2015
432015
Automatic Discovery of Privacy-Utility Pareto Fronts
B Avent, J Gonzalez, T Diethe, A Paleyes, B Balle
Privacy Enhancing Technologies Symposium (PETS-2020) 4, 5-23, 2020
352020
The Power of The Hybrid Model for Mean Estimation
B Avent, Y Dubey, A Korolova
Privacy Enhancing Technologies Symposium (PETS-2020) 4, 48-68, 2020
212020
halp: Hypergraph Algorithms Package
B Avent, A Ritz, T Murali
http://murali-group.github.io/halp/, 2014
5*2014
Pushing the Boundaries of Private, Large-Scale Query Answering
B Avent, A Korolova
The Fourth AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI …, 2023
12023
Practice-Inspired Trust Models and Mechanisms for Differential Privacy
B Avent
University of Southern California, 2023
2023
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