Pedarsani, Ramtin

Speeding Up Distributed Machine Learning Using Codes

Lee, K., Lam, M., Pedarsani, R., Papailiopoulos, D., & Ramchandran, K. (2018) · IEEE Transactions on Information Theory

Advanced Data Storage TechnologiesStochastic Gradient Optimization Techniques

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

Reisizadeh, A., Mokhtari, A., Hassani, H., Jadbabaie, A., & Pedarsani, R. (2019) · arXiv

Privacy-Preserving Technologies in DataStochastic Gradient Optimization Techniques

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Robust and communication-efficient collaborative learning

Reisizadeh, A., Taheri, H., Mokhtari, A., Hassani, H., & Pedarsani, R. (2019) · arXiv

Stochastic Gradient Optimization TechniquesDistributed Control Multi-Agent Systems

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