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Keith Rush
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 14
Top Topics
Matrix Factorization
Meta Learning
Differentially Private
Correlated Noise
Top Venues
CoRR
ALT
ICLR
COLT
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Publications
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Anastasia Koloskova
,
Ryan McKenna
,
Zachary Charles
,
Keith Rush
,
Brendan McMahan
Convergence of Gradient Descent with Linearly Correlated Noise and Applications to Differentially Private Learning.
CoRR
(2023)
Keith Rush
,
Zachary Charles
,
Zachary Garrett
Federated Automatic Differentiation.
CoRR
(2023)
Christopher A. Choquette-Choo
,
Arun Ganesh
,
Ryan McKenna
,
H. Brendan McMahan
,
Keith Rush
,
Abhradeep Guha Thakurta
,
Zheng Xu
(Amplified) Banded Matrix Factorization: A unified approach to private training.
CoRR
(2023)
Brendan McMahan
,
Keith Rush
,
Abhradeep Guha Thakurta
Private Online Prefix Sums via Optimal Matrix Factorizations.
CoRR
(2022)
Christopher A. Choquette-Choo
,
H. Brendan McMahan
,
Keith Rush
,
Abhradeep Thakurta
Multi-Epoch Matrix Factorization Mechanisms for Private Machine Learning.
CoRR
(2022)
Zachary Charles
,
Keith Rush
Iterated Vector Fields and Conservatism, with Applications to Federated Learning.
ALT
(2022)
Gary Cheng
,
Zachary Charles
,
Zachary Garrett
,
Keith Rush
Does Federated Dropout actually work?
CVPR Workshops
(2022)
Sashank J. Reddi
,
Zachary Charles
,
Manzil Zaheer
,
Zachary Garrett
,
Keith Rush
,
Jakub Konecný
,
Sanjiv Kumar
,
Hugh Brendan McMahan
Adaptive Federated Optimization.
ICLR
(2021)
Zachary Charles
,
Keith Rush
Iterated Vector Fields and Conservatism, with Applications to Federated Learning.
CoRR
(2021)
Peter Kairouz
,
Mónica Ribero Diaz
,
Keith Rush
,
Abhradeep Thakurta
(Nearly) Dimension Independent Private ERM with AdaGrad Ratesvia Publicly Estimated Subspaces.
COLT
(2021)
Karan Singhal
,
Hakim Sidahmed
,
Zachary Garrett
,
Shanshan Wu
,
Keith Rush
,
Sushant Prakash
Federated Reconstruction: Partially Local Federated Learning.
CoRR
(2021)
Sashank J. Reddi
,
Zachary Charles
,
Manzil Zaheer
,
Zachary Garrett
,
Keith Rush
,
Jakub Konecný
,
Sanjiv Kumar
,
H. Brendan McMahan
Adaptive Federated Optimization.
CoRR
(2020)
Peter Kairouz
,
Mónica Ribero
,
Keith Rush
,
Abhradeep Thakurta
Dimension Independence in Unconstrained Private ERM via Adaptive Preconditioning.
CoRR
(2020)
Yihan Jiang
,
Jakub Konecný
,
Keith Rush
,
Sreeram Kannan
Improving Federated Learning Personalization via Model Agnostic Meta Learning.
CoRR
(2019)