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Amirhossein Reisizadeh
Amirhossein Reisizadeh
Postdoctoral Associate, MIT
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Fedpaq: A communication-efficient federated learning method with periodic averaging and quantization
A Reisizadeh, A Mokhtari, H Hassani, A Jadbabaie, R Pedarsani
International conference on artificial intelligence and statistics, 2021-2031, 2020
7072020
Coded computation over heterogeneous clusters
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
IEEE Transactions on Information Theory, 2019
2842019
Coded computation over heterogeneous clusters
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
2017 IEEE International Symposium on Information Theory (ISIT), 2017
2722017
Robust federated learning: The case of affine distribution shifts
A Reisizadeh, F Farnia, R Pedarsani, A Jadbabaie
Advances in Neural Information Processing Systems 33, 21554-21565, 2020
1482020
An Exact Quantized Decentralized Gradient Descent Algorithm
A Reisizadeh, A Mokhtari, H Hassani, R Pedarsani
IEEE Transactions on Signal Processing 67 (19), 4934-4947, 2019
1262019
Robust and communication-efficient collaborative learning
A Reisizadeh, H Taheri, A Mokhtari, H Hassani, R Pedarsani
Advances in Neural Information Processing Systems 32, 2019
1032019
Straggler-resilient federated learning: Leveraging the interplay between statistical accuracy and system heterogeneity
A Reisizadeh, I Tziotis, H Hassani, A Mokhtari, R Pedarsani
IEEE Journal on Selected Areas in Information Theory 3 (2), 197-205, 2022
852022
Coded computing for distributed graph analytics
S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr
IEEE Transactions on Information Theory, 2020
592020
Coded computing for distributed graph analytics
S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr
2018 IEEE International Symposium on Information Theory (ISIT), 2018
592018
Latency analysis of coded computation schemes over wireless networks
A Reisizadeh, R Pedarsani
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
472017
Quantized decentralized consensus optimization
A Reisizadeh, A Mokhtari, H Hassani, R Pedarsani
2018 IEEE Conference on Decision and Control (CDC), 5838-5843, 2018
312018
Codedreduce: A fast and robust framework for gradient aggregation in distributed learning
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
IEEE/ACM Transactions on Networking 30 (1), 148-161, 2021
272021
Optimized design of finite-length separable circulant-based spatially-coupled codes: An absorbing set-based analysis
B Amiri, A Reisizadehmobarakeh, H Esfahanizadeh, J Kliewer, L Dolecek
IEEE Transactions on Communications 64 (10), 4029-4043, 2016
242016
Tree gradient coding
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
2019 IEEE International Symposium on Information Theory (ISIT), 2808-2812, 2019
222019
Hierarchical coded gradient aggregation for learning at the edge
S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr
2020 IEEE International Symposium on Information Theory (ISIT), 2616-2621, 2020
162020
Optimized array-based spatially-coupled LDPC codes: An absorbing set approach
B Amiri, A Reisizadeh, J Kliewer, L Dolecek
2015 IEEE International Symposium on Information Theory (ISIT), 51-55, 2015
122015
Variance-reduced clipping for non-convex optimization
A Reisizadeh, H Li, S Das, A Jadbabaie
arXiv preprint arXiv:2303.00883, 2023
82023
An optimal transport approach to personalized federated learning
F Farnia, A Reisizadeh, R Pedarsani, A Jadbabaie
IEEE Journal on Selected Areas in Information Theory 3 (2), 162-171, 2022
82022
Sub-linear time stochastic threshold group testing via sparse-graph codes
A Reisizadeh, P Abdalla, R Pedarsani
2018 IEEE Information Theory Workshop (ITW), 1-5, 2018
62018
Multilevel group testing via sparse-graph codes
P Abdalla, A Reisizadeh, R Pedarsani
2017 51st Asilomar Conference on Signals, Systems, and Computers, 895-899, 2017
52017
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Articles 1–20