Amirhossein Reisizadeh
Title
Cited by
Cited by
Year
Coded computation over heterogeneous clusters
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
IEEE Transactions on Information Theory, 2019
1392019
Coded computation over heterogeneous clusters
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
2017 IEEE International Symposium on Information Theory (ISIT), 2017
1272017
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
822020
Robust and communication-efficient collaborative learning
A Reisizadeh, H Taheri, A Mokhtari, H Hassani, R Pedarsani
arXiv preprint arXiv:1907.10595, 2019
342019
Coded computing for distributed graph analytics
S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr
IEEE Transactions on Information Theory, 2020
332020
Coded computing for distributed graph analytics
S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr
2018 IEEE International Symposium on Information Theory (ISIT), 2018
332018
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
262019
Quantized decentralized consensus optimization
A Reisizadeh, A Mokhtari, H Hassani, R Pedarsani
2018 IEEE Conference on Decision and Control (CDC), 5838-5843, 2018
222018
Latency analysis of coded computation schemes over wireless networks
A Reisizadeh, R Pedarsani
2017 55th Annual Allerton Conference on Communication, Control, and …, 2017
222017
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
212016
Codedreduce: A fast and robust framework for gradient aggregation in distributed learning
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
arXiv preprint arXiv:1902.01981, 2019
112019
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
112015
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
Robust federated learning: The case of affine distribution shifts
A Reisizadeh, F Farnia, R Pedarsani, A Jadbabaie
arXiv preprint arXiv:2006.08907, 2020
52020
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
42017
Tree gradient coding
A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr
2019 IEEE International Symposium on Information Theory (ISIT), 2808-2812, 2019
32019
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
22020
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
A Reisizadeh, I Tziotis, H Hassani, A Mokhtari, R Pedarsani
arXiv preprint arXiv:2012.14453, 2020
12020
Approximate file synchronization: Upper bounds and interactive algorithms
A Reisizadehmobarakeh, C Schoeny, CY Tsai, L Dolecek
2016 IEEE Information Theory Workshop (ITW), 320-324, 2016
12016
Approximation in Synchronization and Computation
A Reisizadehmobarakeh
escholarship.org, 2016
2016
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Articles 1–20