Amir Salman Avestimehr

Computer Science · Physical Sciences

20h-index1.7kcitations47works0.02yr avg
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Research Topics

Cooperative Communication and Network Coding(28), Wireless Communication Security Techniques(21), Advanced MIMO Systems Optimization(15), Stochastic Gradient Optimization Techniques(12), Full-Duplex Wireless Communications(12)

Publications47 total

Secure Aggregation for Buffered Asynchronous Federated Learning
arXiv (Cornell University)·2021· 14 citedOpen Access
On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks
arXiv (Cornell University)·2020· 19 citedOpen Access
Mitigating Byzantine Attacks in Federated Learning.
arXiv (Cornell University)·2020· 28 citedOpen Access
Secure Aggregation with Heterogeneous Quantization in Federated Learning
arXiv (Cornell University)·2020· 16 citedOpen Access
Privacy-Preserving Distributed Learning in the Analog Domain.
arXiv (Cornell University)·2020· 6 citedOpen Access
Coded Computing for Federated Learning at the Edge
arXiv (Cornell University)·2020· 10 citedOpen Access
Hierarchical Coded Gradient Aggregation for Learning at the Edge
2020· 23 cited
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.
IACR Cryptology ePrint Archive·2020· 1 cited
Tree Gradient Coding
2019· 23 cited
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed\n Machine Learning
arXiv (Cornell University)·2019· 44 citedOpen Access
PolyShard: Coded Sharding Achieves Linearly Scaling Efficiency and\n Security Simultaneously
arXiv (Cornell University)·2018Open Access
Polynomially Coded Regression: Optimal Straggler Mitigation via Data Encoding
arXiv (Cornell University)·2018· 48 citedOpen Access
Secrecy DoF of Blind MIMOME Wiretap Channel With Delayed CSIT
IEEE Transactions on Information Forensics and Security·2017· 13 cited
Coded Computation Over Heterogeneous Clusters
2017· 34 citedOpen Access
Approximate Capacity Region of the MISO Broadcast Channels With Delayed CSIT
IEEE Transactions on Communications·2016· 24 cited
On the Optimality of Treating Interference as Noise
IEEE Transactions on Information Theory·2015· 195 cited
Interference Networks With no CSIT: Impact of Topology
IEEE Transactions on Information Theory·2014· 53 cited
Blind MIMO wiretap channel with delayed CSIT
2014· 7 cited
Computing Half-Duplex Schedules in Gaussian Relay Networks via Min-Cut Approximations
IEEE Transactions on Information Theory·2014· 17 cited
Capacity Results for Binary Fading Interference Channels With Delayed CSIT
IEEE Transactions on Information Theory·2014· 102 citedOpen Access
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Frequent Co-authors

David Tse(8), Alireza Vahid(8), Aydin Sezgin(5), Sina Lashgari(5), Saurav Prakash(5), Mohammad Ali Maddah-Ali(4), Ilan Shomorony(4), Jinhyun So(4), Suhas Diggavi(3), Navid Naderializadeh(3), Başak Güler(3), Amirhossein Reisizadeh(3), Ramtin Pedarsani(3), Raúl Etkin(3), Farzad Parvaresh(3), Vaneet Aggarwal(3), Ashutosh Sabharwal(3), Changho Suh(2), Sameer Pawar(2), Songze Li(2)