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Zachary Garrett
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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 trendsŪ in machine learning 14 (1–2), 1-210, 2021
52392021
Adaptive Federated Optimization
S Reddi, Z Charles, M Zaheer, Z Garrett, K Rush, J Konečný, S Kumar, ...
ICLR, 2021
11922021
A field guide to federated optimization
J Wang, Z Charles, Z Xu, G Joshi, HB McMahan, M Al-Shedivat, G Andrew, ...
arXiv preprint arXiv:2107.06917, 2021
3062021
Federated Reconstruction: Partially Local Federated Learning
K Singhal, H Sidahmed, Z Garrett, S Wu, J Rush, S Prakash
Advances in Neural Information Processing Systems, 2021
1142021
On large-cohort training for federated learning
Z Charles, Z Garrett, Z Huo, S Shmulyian, V Smith
Advances in neural information processing systems, 2021
822021
Local adaptivity in federated learning: Convergence and consistency
J Wang, Z Xu, Z Garrett, Z Charles, L Liu, G Joshi
arXiv preprint arXiv:2106.02305, 2021
402021
Evaluation of substitute terms
K Yang, ZA Garrett, D Ikeda
US Patent 8,682,907, 2014
182014
Does federated dropout actually work?
G Cheng, Z Charles, Z Garrett, K Rush
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
142022
Synonym identification based on co-occurring terms
AA Mahabal, T Nakajima, ZA Garrett, K Inoue
US Patent 8,538,984, 2013
132013
Live video object tracking and segmentation using graph cuts
Z Garrett, H Saito
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on …, 2008
112008
Evaluation of substitution contexts
ZA Garrett, T Nakajima, A Ishino, K Kurihara, G Inc.
US Patent 9,483,581, 2016
102016
Evaluation of substitution contexts
ZA Garrett, T Nakajima, A Ishino, G Inc.
US Patent 9,384,303, 2016
92016
Synonym identification based on categorical contexts
ZA Garrett, T Nakajima, T Oonishi
US Patent 9,201,945, 2015
72015
Real-time online video object silhouette extraction using graph cuts on the GPU
Z Garrett, H Saito
Image Analysis and Processing – ICIAP 2009, 985-994, 2009
62009
Towards federated foundation models: Scalable dataset pipelines for group-structured learning
Z Charles, N Mitchell, K Pillutla, M Reneer, Z Garrett
Advances in Neural Information Processing Systems 36, 2024
52024
Synonym identification based on categorical contexts
ZA Garrett, T Nakajima, T Oonishi
US Patent 9,514,223, 2016
32016
Machine Learning to Predict Advertisement Targeting Solutions
Z Garrett
12017
Accelerating Live Graph-Cut-Based Object Tracking Using CUDA
I Daribo, Z Garrett, Y Takaya, H Saito
Object Tracking, 2011
12011
FAX: Scalable and Differentiable Federated Primitives in JAX
K Rush, Z Charles, Z Garrett
arXiv preprint arXiv:2403.07128, 2024
2024
Leveraging Function Space Aggregation for Federated Learning at Scale
N Dhawan, N Mitchell, Z Charles, Z Garrett, GK Dziugaite
arXiv preprint arXiv:2311.10291, 2023
2023
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