| 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 | 305 | 2020 |
| Coded computation over heterogeneous clusters A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr IEEE Transactions on Information Theory, 2019 | 207 | 2019 |
| Coded computation over heterogeneous clusters A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr 2017 IEEE International Symposium on Information Theory (ISIT), 2017 | 195 | 2017 |
| 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 | 79 | 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 | 71 | 2019 |
| 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 | 57 | 2020 |
| Coded computing for distributed graph analytics S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr IEEE Transactions on Information Theory, 2020 | 50 | 2020 |
| Coded computing for distributed graph analytics S Prakash, A Reisizadeh, R Pedarsani, AS Avestimehr 2018 IEEE International Symposium on Information Theory (ISIT), 2018 | 50 | 2018 |
| Latency analysis of coded computation schemes over wireless networks A Reisizadeh, R Pedarsani 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 36 | 2017 |
| Quantized decentralized consensus optimization A Reisizadeh, A Mokhtari, H Hassani, R Pedarsani 2018 IEEE Conference on Decision and Control (CDC), 5838-5843, 2018 | 25 | 2018 |
| 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 | 23 | 2016 |
| 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 | 21 | 2020 |
| 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 | 19 | 2021 |
| Tree gradient coding A Reisizadeh, S Prakash, R Pedarsani, AS Avestimehr 2019 IEEE International Symposium on Information Theory (ISIT), 2808-2812, 2019 | 17 | 2019 |
| 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 |
| 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 | 8 | 2020 |
| 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 | 6 | 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 | 4 | 2017 |
| 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 | 1 | 2016 |
| Gradient Descent for Low-Rank Functions R Cosson, A Jadbabaie, A Makur, A Reisizadeh, D Shah arXiv preprint arXiv:2206.08257, 2022 | | 2022 |
Ramtin PedarsaniAssociate Professor, Electrical and Computer Engineering, UC Santa BarbaraVerified email at ece.ucsb.edu
