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Citations per year
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Cited by
All
Since 2019
Citations
74
74
h-index
3
3
i10-index
3
3
0
38
19
2022
2023
2024
11
38
25
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2 articles
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Co-authors
Gautam Kamath
Assistant Professor @ University of Waterloo, Faculty Member @ Vector Institute
Verified email at uwaterloo.ca
Vikrant Singhal
Research Associate, Harvard University
Verified email at seas.harvard.edu
Jonathan Ullman
Associate Professor of Computer Science, Northeastern University
Verified email at ccs.neu.edu
Thomas Steinke
Google DeepMind
Verified email at google.com
Matthew Regehr
University of Waterloo
Verified email at uwaterloo.ca
Mark Bun
Assistant Professor, Boston University
Verified email at bu.edu
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Argyris Mouzakis
PhD Student,
University of Waterloo
Verified email at uwaterloo.ca -
Homepage
Theoretical Computer Science
Algorithmic Statistics
Machine Learning
Privacy
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Year
A private and computationally-efficient estimator for unbounded gaussians
G Kamath, A Mouzakis, V Singhal, T Steinke, J Ullman
Conference on Learning Theory, 544-572
, 2022
36
2022
New Lower Bounds for Private Estimation and a Generalized Fingerprinting Lemma
G Kamath, A Mouzakis, V Singhal
arXiv preprint arXiv:2205.08532
, 2022
28
2022
A bias-variance-privacy trilemma for statistical estimation
G Kamath, A Mouzakis, M Regehr, V Singhal, T Steinke, J Ullman
arXiv preprint arXiv:2301.13334
, 2023
10
2023
Not All Learnable Distribution Classes are Privately Learnable
M Bun, G Kamath, A Mouzakis, V Singhal
arXiv preprint arXiv:2402.00267
, 2024
2024
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