Abolfazl Hashemi

Generalization bounds for sparse random feature expansions

Abolfazl Hashemi, Hayden Schaeffer, Ufuk Topcu et al. · Applied and Computational Harmonic Analysis · 2022 · 34 citations · Full text

On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Federated Learning

Abolfazl Hashemi, Anish Acharya, Rudrajit Das et al. · IEEE Transactions on Parallel and Distributed Systems · 2021 · 33 citations

Gradient Descent, Engineering, Machine Learning +21

On the Convergence of Decentralized Federated Learning Under Imperfect Information Sharing

Vishnu Pandi Chellapandi, Antesh Upadhyay, Abolfazl Hashemi et al. · IEEE Control Systems Letters · 2023 · 33 citations

Noisy Communication Channel, Network Science, Machine Learning +15

Sparse Tensor Decomposition for Haplotype Assembly of Diploids and Polyploids

Abolfazl Hashemi, Banghua Zhu, Haris Vikalo · BMC Genomics · 2018 · 30 citations · Full text

Online Topology Inference from Streaming Stationary Graph Signals

Rasoul Shafipour, Abolfazl Hashemi, Gonzalo Mateos et al. · 2019 · 23 citations

Spectral Theory, Graph Sparsity, Network Science +14