Gavin Brown
Affiliations:- Boston University, MA, USA
According to our database1,
Gavin Brown
authored at least 9 papers
between 2017 and 2024.
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Bibliography
2024
Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation.
CoRR, 2024
2023
Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
2022
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
When is memorization of irrelevant training data necessary for high-accuracy learning?
Proceedings of the STOC '21: 53rd Annual ACM SIGACT Symposium on Theory of Computing, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
2017
IEEE Trans. Comput. Soc. Syst., 2017