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Salman Avestimehr
Salman Avestimehr
Dean's Professor and Director of USC-Amazon Center on Trustworthy AI, USC
Dirección de correo verificada de usc.edu - Página principal
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Año
Wireless network information flow: A deterministic approach
AS Avestimehr, SN Diggavi, DNC Tse
Information Theory, IEEE Transactions on 57 (4), 1872-1905, 2011
1174*2011
Fedml: A research library and benchmark for federated machine learning
C He, S Li, J So, X Zeng, M Zhang, H Wang, X Wang, P Vepakomma, ...
arXiv preprint arXiv:2007.13518, 2020
636*2020
A fundamental tradeoff between computation and communication in distributed computing
S Li, MA Maddah-Ali, Q Yu, AS Avestimehr
IEEE Transactions on Information Theory 64 (1), 109-128, 2017
5242017
Polynomial codes: an optimal design for high-dimensional coded matrix multiplication
Q Yu, M Maddah-Ali, S Avestimehr
Advances in Neural Information Processing Systems 30, 2017
5212017
Group knowledge transfer: Federated learning of large cnns at the edge
C He, M Annavaram, S Avestimehr
Advances in Neural Information Processing Systems 33, 14068-14080, 2020
4642020
Lagrange coded computing: Optimal design for resiliency, security, and privacy
Q Yu, S Li, N Raviv, SMM Kalan, M Soltanolkotabi, SA Avestimehr
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
4322019
The exact rate-memory tradeoff for caching with uncoded prefetching
Q Yu, MA Maddah-Ali, AS Avestimehr
IEEE Transactions on Information Theory 64 (2), 1281-1296, 2017
4152017
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
3822021
Straggler mitigation in distributed matrix multiplication: Fundamental limits and optimal coding
Q Yu, MA Maddah-Ali, AS Avestimehr
IEEE Transactions on Information Theory 66 (3), 1920-1933, 2020
3542020
Turbo-aggregate: Breaking the quadratic aggregation barrier in secure federated learning
J So, B Güler, AS Avestimehr
IEEE Journal on Selected Areas in Information Theory 2 (1), 479-489, 2021
3102021
Federated learning for the internet of things: Applications, challenges, and opportunities
T Zhang, L Gao, C He, M Zhang, B Krishnamachari, AS Avestimehr
IEEE Internet of Things Magazine 5 (1), 24-29, 2022
2972022
Coded computation over heterogeneous clusters
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
IEEE Transactions on Information Theory 65 (7), 4227-4242, 2019
2922019
Fundamental limits of cache-aided interference management
N Naderializadeh, MA Maddah-Ali, AS Avestimehr
IEEE Transactions on Information Theory 63 (5), 3092-3107, 2017
2702017
Byzantine-resilient secure federated learning
J So, B Güler, AS Avestimehr
IEEE Journal on Selected Areas in Communications 39 (7), 2168-2181, 2020
2622020
Weighted ℓ1minimization for sparse recovery with prior information
MA Khajehnejad, W Xu, AS Avestimehr, B Hassibi
2009 IEEE international symposium on information theory, 483-487, 2009
2242009
On the optimality of treating interference as noise
C Geng, N Naderializadeh, AS Avestimehr, SA Jafar
IEEE Transactions on Information Theory 61 (4), 1753-1767, 2015
2092015
A unified coding framework for distributed computing with straggling servers
S Li, MA Maddah-Ali, AS Avestimehr
2016 IEEE Globecom Workshops (GC Wkshps), 1-6, 2016
2032016
ITLinQ: A new approach for spectrum sharing in device-to-device communication systems
N Naderializadeh, AS Avestimehr
IEEE journal on selected areas in communications 32 (6), 1139-1151, 2014
2022014
Outage capacity of the fading relay channel in the low-SNR regime
AS Avestimehr, NC David
IEEE Transactions on Information Theory 53 (4), 1401-1415, 2007
2022007
Fedgraphnn: A federated learning system and benchmark for graph neural networks
C He, K Balasubramanian, E Ceyani, C Yang, H Xie, L Sun, L He, L Yang, ...
arXiv preprint arXiv:2104.07145, 2021
1962021
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