Shahin Khobahi
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PhD Candidate,
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About Me
I received my B.Sc. degree in Electrical and Computer Engineering from the Isfahan University of Technology (IUT), Isfahan, Iran, in 2016.
I am working towards my PhD degree under the supervision of Prof. Mojtaba Soltanalian at the Department of Electrical and Computer Engineering (ECE), University of Illinois at Chicago (UIC), Chicago, IL, USA.
I was the recipient of the prestigious Wexler Award for 2016-2017.
Research
My research interests include Optimization Theory, Statistical Signal Processing, Machine Learning, and their applications.
Optimization Theory
Machine Learning
Model-Driven Deep Learning
Statistical Signal Processing
Theory of Deep Learning
Radar Signal Processing
Publications
Journal Papers:
| Author(s) | Title | Journal | Info | |
| J5 | S. Khobahi and M. Soltanalian | Model-Aware Deep Architectures for One-Bit Compressive Variational Autoencoding | IEEE Transactions on Signal Processing | Submitted, 2019. [Preprint] |
| J4 | S. Khobahi, A. Bose, A. R. Trivedi, and M. Soltanalian | Towards Interpretable Deep Learning Frameworks for Non-Convex Optimization and Signal Processing | IEEE Signal Processing Magazine | Submitted, 2019. |
| J3 | S. Khobahi, M. Soltanalian, F. Jiang, and A. Swindlehurst | Optimized Transmission for Parameter Estimation in Wireless Sensor Networks | IEEE Transactions on Signal and Information Processing over Networks | In press, 2019. [Preprint] |
| J2 | S. Khobahi and M. Soltanalian | One-Bit Signal Recovery via Adaptive Thresholding | IEEE Transactions on Signal Processing | Submitted, 2019. |
| J1 | M. M. Naghsh, E. Alian, S. Khobahi, and O. Rezaei | A Majorization-Minimization Approach for Reducing Out-of-Band Radiations in OFDM Systems | IEEE Communication Letters | vol. 21, no. 8, pp. 1739-1742, Aug. 2017. [IEEE Xplore] |
Peer-Reviewed Conference Papers:
Note: Authors marked with *, are contributed equally to the paper.
| Author(s) | Title | Conference | Info | |
| C6 | S. Khobahi, A. Bose, and M. Soltanalian | Deep Radar Waveform Design for Efficient Automotive Radar Sensing | 11th IEEE Sensor Array and Multichannel Signal Processing Workshop | Hangzhou, China, 2019. Submitted. Invited. [Preprint] |
| C5 | S. Khobahi, A. Bose, and M. Soltanalian | Deep One-Bit Compressive Autoencoding | 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | Submitted, 2019. [Preprint] |
| C4 | S. Khobahi, N. Naimipour, M. Soltanalian, and Y. C. Eldar | Deep Signal Recovery with One-Bit Quantization | 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | Brighton, UK, 2019. [Preprint] [IEEE Xplore] [Slides] [In News] |
| C3 | A. Bose*, S. Khobahi*, and M. Soltanalian | Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar | 2019 IEEE Asilomar Conference on Signals, Systems, and Computers | Pacific Grove, CA, 2019. [Preprint] |
| C2 | S. Khobahi and M. Soltanalian | Signal Recovery from 1-Bit Quantized Noisy Samples via Adaptive Thresholding | 2018 IEEE Asilomar Conference on Signals, Systems, and Computers | Pacific Grove, CA, 2018. [Preprint] [IEEE Xplore] |
| C1 | S. Khobahi and M. Soltanalian | Optimized Transmission for Consensus in Wireless Sensor Networks | 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | Calgary, Alberta, Canada, 2018. [Preprint] [IEEE Xplore] |