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Gavin Brown
Gavin Brown
Verified email at cs.washington.edu - Homepage
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Year
When is memorization of irrelevant training data necessary for high-accuracy learning?
G Brown, M Bun, V Feldman, A Smith, K Talwar
Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing …, 2021
782021
Performative prediction in a stateful world
G Brown, S Hod, I Kalemaj
International Conference on Artificial Intelligence and Statistics, 6045-6061, 2022
572022
Covariance-aware private mean estimation without private covariance estimation
G Brown, M Gaboardi, A Smith, J Ullman, L Zakynthinou
Advances in Neural Information Processing Systems 34, 7950-7964, 2021
482021
Deep learning-based classification and anomaly detection of side-channel signals
X Wang, Q Zhou, J Harer, G Brown, S Qiu, Z Dou, J Wang, A Hinton, ...
Cyber Sensing 2018 10630, 37-44, 2018
452018
A mathematical analysis of network controllability through driver nodes
SP Chin, J Cohen, A Albin, M Hayvanovych, E Reilly, G Brown, J Harer
IEEE Transactions on Computational Social Systems 4 (2), 40-51, 2017
82017
Strong Memory Lower Bounds for Learning Natural Models
G Brown, M Bun, A Smith
Conference on Learning Theory, 4989-5029, 2022
72022
Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions
G Brown, S Hopkins, A Smith
The Thirty Sixth Annual Conference on Learning Theory, 5578-5579, 2023
42023
Deep Learning for Minimal-context Block Tracking through Side-channel Analysis
L Jensen, G Brown, X Wang, J Harer, S Chin
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
22019
Metalearning with Very Few Samples Per Task
M Aliakbarpour, K Bairaktari, G Brown, A Smith, J Ullman
arXiv preprint arXiv:2312.13978, 2023
12023
Deep learning for Minimal Context Classification of Block-types through Side-Channel Analysis
L Jensen, G Brown, X Wang, J Harer, S Chin
2019
Theoretically guided design of efficient polymer dielectrics
J Miao, GR Brown, PL Taylor
Journal of Applied Physics 115 (9), 2014
2014
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