Afshin Abdi
Orcid: 0000-0002-2038-4772
According to our database1,
Afshin Abdi
authored at least 41 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
2006
2008
2010
2012
2014
2016
2018
2020
2022
2024
0
1
2
3
4
5
6
7
8
9
10
1
2
1
2
1
1
1
1
2
2
4
7
2
8
3
1
1
1
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
CoRR, 2024
2023
Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A Machine Learning Framework for Distributed Functional Compression over Wireless Channels in IoT.
CoRR, 2022
A Machine Learning Framework for Privacy-Aware Distributed Functional Compression over AWGN Channels.
Proceedings of the IEEE Information Theory Workshop, 2022
Deep Sequential Beamformer Learning for Multipath Channels in Mmwave Communication Systems.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Joint Source-Channel Coding Over Additive Noise Analog Channels Using Mixture of Variational Autoencoders.
IEEE J. Sel. Areas Commun., 2021
Proceedings of the IEEE Information Theory Workshop, 2021
Analog Joint Source-Channel Coding for Distributed Functional Compression using Deep Neural Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2021
2020
Restructuring, Pruning, and Adjustment of Deep Models for Parallel Distributed Inference.
CoRR, 2020
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
Indirect Stochastic Gradient Quantization and Its Application in Distributed Deep Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
Quantized Compressive Sampling of Stochastic Gradients for Efficient Communication in Distributed Deep Learning.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
CoRR, 2019
Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Joint Source-Channel Coding for Gaussian Sources over AWGN Channels using Variational Autoencoders.
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
M to 1 Joint Source-Channel Coding of Gaussian Sources via Dichotomy of the Input Space Based on Deep Learning.
Proceedings of the Data Compression Conference, 2019
Proceedings of the 57th Annual Allerton Conference on Communication, 2019
Joint Source-Channel Coding of Gaussian sources over AWGN channels via Manifold Variational Autoencoders.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019
2018
Advances in Seismic Data Compression via Learning from Data: Compression for Seismic Data Acquisition.
IEEE Signal Process. Mag., 2018
Seismic Signal Compression Through Delay Compensated and Entropy Constrained Dictionary Learning.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018
Proceedings of the IEEE Information Theory Workshop, 2018
2017
IEEE Trans. Mol. Biol. Multi Scale Commun., 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE Information Theory Workshop, 2017
Proceedings of the 2017 IEEE Information Theory Workshop, 2017
Proceedings of the 2017 IEEE Information Theory Workshop, 2017
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Mixture source identification in non-stationary data streams with applications in compression.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Memory-assisted seismic signal compression based on dictionary learning and sparse coding.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
Near optimal representative subset selection from short sequences generated by a stationary source.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
Proceedings of the 2015 IEEE Information Theory Workshop, 2015
2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005