Amirhossein Reisizadeh

FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization

Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani et al. · arXiv (Cornell University) · 2019 · 260 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +14

An Exact Quantized Decentralized Gradient Descent Algorithm

Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani et al. · IEEE Transactions on Signal Processing · 2019 · 142 citations · Full text

Mathematical Programming, Engineering, Distributed Coordination +10

FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization.

Amirhossein Reisizadeh, Aryan Mokhtari, Hamed Hassani et al. · International Conference on Artificial Intelligence and Statistics · 2019 · 110 citations

Engineering, Machine Learning, Data Science +12

Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity

Amirhossein Reisizadeh, Isidoros Tziotis, Hamed Hassani et al. · IEEE Journal on Selected Areas in Information Theory · 2022 · 108 citations

Robust Federated Learning: The Case of Affine Distribution Shifts

Amirhossein Reisizadeh, Farzan Farnia, Ramtin Pedarsani et al. · arXiv (Cornell University) · 2020 · 64 citations · Full text

Machine Vision, Machine Learning, Data Science +15