Zachary Charles
Zachary Charles
AI Resident, Google
Verifierad e-postadress på google.com - Startsida
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Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
2942019
Atomo: Communication-efficient learning via atomic sparsification
H Wang, S Sievert, S Liu, Z Charles, D Papailiopoulos, S Wright
Advances in Neural Information Processing Systems, 9850-9861, 2018
932018
Draco: Byzantine-resilient distributed training via redundant gradients
L Chen, H Wang, Z Charles, D Papailiopoulos
arXiv preprint arXiv:1803.09877, 2018
86*2018
Approximate gradient coding via sparse random graphs
Z Charles, D Papailiopoulos, J Ellenberg
arXiv preprint arXiv:1711.06771, 2017
402017
Stability and generalization of learning algorithms that converge to global optima
Z Charles, D Papailiopoulos
International Conference on Machine Learning, 745-754, 2018
322018
Adaptive Federated Optimization
S Reddi, Z Charles, M Zaheer, Z Garrett, K Rush, J Konečný, S Kumar, ...
arXiv preprint arXiv:2003.00295, 2020
312020
Gradient coding using the stochastic block model
Z Charles, D Papailiopoulos
2018 IEEE International Symposium on Information Theory (ISIT), 1998-2002, 2018
23*2018
DETOX: A redundancy-based framework for faster and more robust gradient aggregation
S Rajput, H Wang, Z Charles, D Papailiopoulos
Advances in Neural Information Processing Systems, 10320-10330, 2019
222019
Erasurehead: Distributed gradient descent without delays using approximate gradient coding
H Wang, Z Charles, D Papailiopoulos
arXiv preprint arXiv:1901.09671, 2019
162019
Does data augmentation lead to positive margin?
S Rajput, Z Feng, Z Charles, PL Loh, D Papailiopoulos
arXiv preprint arXiv:1905.03177, 2019
132019
A geometric perspective on the transferability of adversarial directions
Z Charles, H Rosenberg, D Papailiopoulos
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
102019
Sparse subspace clustering with missing and corrupted data
Z Charles, A Jalali, R Willett
2018 IEEE Data Science Workshop (DSW), 180-184, 2018
9*2018
Nonpositive eigenvalues of hollow, symmetric, nonnegative matrices
ZB Charles, M Farber, CR Johnson, L Kennedy-Shaffer
SIAM Journal on Matrix Analysis and Applications 34 (3), 1384-1400, 2013
92013
Distributions of the number of solutions to the network power flow equations
A Zachariah, Z Charles, N Boston, B Lesieutre
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
62018
Convergence and margin of adversarial training on separable data
Z Charles, S Rajput, S Wright, D Papailiopoulos
arXiv preprint arXiv:1905.09209, 2019
52019
On the outsized importance of learning rates in local update methods
Z Charles, J Konečný
arXiv preprint arXiv:2007.00878, 2020
42020
Nonpositive eigenvalues of the adjacency matrix and lower bounds for Laplacian eigenvalues
ZB Charles, M Farber, CR Johnson, L Kennedy-Shaffer
Discrete Mathematics 313 (13), 1441-1451, 2013
12013
The relation between the diagonal entries and the eigenvalues of a symmetric matrix, based upon the sign pattern of its off-diagonal entries
ZB Charles, M Farber, CR Johnson, L Kennedy-Shaffer
Linear Algebra and its Applications 438 (3), 1427-1445, 2013
12013
Exploiting algebraic structure in global optimization and the Belgian chocolate problem
Z Charles, N Boston
Journal of Global Optimization 72 (2), 241-254, 2018
2018
Generating random factored ideals in number fields
Z Charles
Mathematics of Computation 87 (312), 2047-2056, 2018
2018
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Artiklar 1–20