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

  • Statistical Signal Processing

  • Machine Learning

  • Theory of Deep Learning

  • Model-Based 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
C4 A. Bose*, S. Khobahi*, and M. Soltanalian Joint Optimization of Waveform Covariance Matrix and Antenna Selection for MIMO Radar IEEE Asilomar Conference on Signals, Systems, and Computers 2019 Pacific Grove, CA, 2019. Accepted.
[Link]
C3 S. Khobahi, N. Naimipour, M. Soltanalian, and Y. C. Eldar Deep Signal Recovery with One-Bit Quantization IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019 Brighton, UK, 2019.
[Preprint] [IEEE Xplore]
[Slides] [In News]
C2 S. Khobahi and M. Soltanalian Signal Recovery from 1-Bit Quantized Noisy Samples via Adaptive Thresholding IEEE Asilomar Conference on Signals, Systems, and Computers 2018 Pacific Grove, CA, 2018.
[Preprint] [IEEE Xplore]
C1 S. Khobahi and M. Soltanalian Optimized Transmission for Consensus in Wireless Sensor Networks IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2018 Calgary, Alberta, Canada, 2018. [Preprint] [IEEE Xplore]