| 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 | 843 | 2020 |
| Coded computation over heterogeneous clusters A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr IEEE Transactions on Information Theory, 2019 | 299 | 2019 |
| Coded computation over heterogeneous clusters A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr 2017 IEEE International Symposium on Information Theory (ISIT), 2017 | 287 | 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 | 164 | 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 | 144 | 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 | 115 | 2022 |
| Robust and communication-efficient collaborative learning A Reisizadeh, H Taheri, A Mokhtari, H Hassani, R Pedarsani Advances in Neural Information Processing Systems 32, 2019 | 112 | 2019 |
| Coded computing for distributed graph analytics S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr IEEE Transactions on Information Theory, 2020 | 62 | 2020 |
| Coded computing for distributed graph analytics S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr 2018 IEEE International Symposium on Information Theory (ISIT), 2018 | 62 | 2018 |
| Latency analysis of coded computation schemes over wireless networks A Reisizadeh, R Pedarsani 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 49 | 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 | 30 | 2021 |
| Tree gradient coding A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr 2019 IEEE International Symposium on Information Theory (ISIT), 2808-2812, 2019 | 24 | 2019 |
| 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 |
| Variance-reduced clipping for non-convex optimization A Reisizadeh, H Li, S Das, A Jadbabaie arXiv preprint arXiv:2303.00883, 2023 | 19 | 2023 |
| 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 |
| 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 | 13 | 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 |
| Adaptive node participation for straggler-resilient federated learning A Reisizadeh, I Tziotis, H Hassani, A Mokhtari, R Pedarsani ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 5 | 2022 |
Ramtin PedarsaniAssociate Professor, Electrical and Computer Engineering, UC Santa BarbaraVerified email at ece.ucsb.edu
