Shahin Khobahi

Shahin Khobahi 

PhD Candidate,
Department of Electrical and Computer Engineering
University of Illinois at Chicago


E-Mail: skhoba2 [at] uic [dot] edu

Google Scholar: Link

GitHub: https://github.com/skhobahi

About Me

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
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
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.
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]