Afshin Abdi

Joint Source-Channel Coding Over Additive Noise Analog Channels Using Mixture of Variational Autoencoders

Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri · IEEE Journal on Selected Areas in Communications · 2021 · 54 citations

Distributed Source Coding, Engineering, Machine Learning +13

Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning

Afshin Abdi, Faramarz Fekri · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 33 citations · Full text

Engineering, Machine Learning, Stochastic Gradients +17

Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee

Alireza Aghasi, Afshin Abdi, Nam H. Nguyen et al. · arXiv (Cornell University) · 2016 · 27 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +11

Advances in Seismic Data Compression via Learning from Data: Compression for Seismic Data Acquisition

Ali Payani, Afshin Abdi, Xin Tian et al. · IEEE Signal Processing Magazine · 2018 · 25 citations

Wireless Communications, Telemetry, Engineering +24

Analog Compression and Communication for Federated Learning over Wireless MAC

Afshin Abdi, Yashas Malur Saidutta, Faramarz Fekri · 2020 · 20 citations

Distributed Source Coding, Engineering, Data Communication +14