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 | 776 | 2020 |
Coded computation over heterogeneous clusters A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr IEEE Transactions on Information Theory, 2019 | 289 | 2019 |
Coded computation over heterogeneous clusters A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr 2017 IEEE International Symposium on Information Theory (ISIT), 2017 | 277 | 2017 |
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 | 154 | 2020 |
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 | 131 | 2019 |
Robust and communication-efficient collaborative learning A Reisizadeh, H Taheri, A Mokhtari, H Hassani, R Pedarsani Advances in Neural Information Processing Systems 32, 2019 | 105 | 2019 |
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 | 97 | 2022 |
Coded computing for distributed graph analytics S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr IEEE Transactions on Information Theory, 2020 | 61 | 2020 |
Coded computing for distributed graph analytics S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr 2018 IEEE International Symposium on Information Theory (ISIT), 2018 | 61 | 2018 |
Latency analysis of coded computation schemes over wireless networks A Reisizadeh, R Pedarsani 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 47 | 2017 |
Quantized decentralized consensus optimization A Reisizadeh, A Mokhtari, H Hassani, R Pedarsani 2018 IEEE Conference on Decision and Control (CDC), 5838-5843, 2018 | 32 | 2018 |
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 | 28 | 2021 |
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 | 24 | 2016 |
Tree gradient coding A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr 2019 IEEE International Symposium on Information Theory (ISIT), 2808-2812, 2019 | 22 | 2019 |
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 | 18 | 2020 |
Variance-reduced clipping for non-convex optimization A Reisizadeh, H Li, S Das, A Jadbabaie arXiv preprint arXiv:2303.00883, 2023 | 16 | 2023 |
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 | 12 | 2022 |
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 | 12 | 2015 |
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 | 7 | 2018 |
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 | 5 | 2017 |