Sohail Bahmani

Sohail Bahmani

PhD Student
Department of Electrical and Computer Engineering (ECE),
Carnegie Mellon University (CMU)
5000 Forbes Avenue,
Pittsburgh, PA-15213.

Office: 6405 Gates Hillman Complex
e-mail: e-mail
Web: www.andrew.cmu.edu/user/sbahmani/
Date


Events


Education

PhD, Electrical & Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, US, 2009-Present
MASc, Engineering Sceince, Simon Fraser University, Burnaby, BC, Canada, 2007-2009
BSc, Electrical Engineering, Sharif University of Technology, Tehran, Iran, 2002-2006

Reaserch Interests

Compressed Sensing and Sparse Representations

Publications

Preprints:
  1. Sohail Bahmani, Bhiksha Raj, and Petros Boufounos, “Learning Model-Based Sparsity via Projected Gradient Descent,” submitted to the IEEE Trans. Info. Theory, arxiv 1209.1557 [stat.ML], 2012.
  2. Sohail Bahmani, Bhiksha Raj, and Petros Boufounos, “Greedy Sparsity-Constrained Optimization,” submitted to the Journal of Machine Learning Research, arxiv 1203.5483 [stat.ML], 2012. [Code]
Conference Papers:
  1. Sohail Bahmani, Petros Boufounos, and Bhiksha Raj, “Greedy Sparsity-Constrained Optimization,” Conference Record of the 45th Asilomar Conf. on Signals, Systems & Computers, pp. 1148–1152, Pacific Grove, CA, Nov. 2011. [IEEEXplore, Slides, Code]
  2. Sohail Bahmani, Ivan Bajić, and Atousa HajShirmohammadi, “Improved Joint Source Channel Decoding of JPEG2000 Images and Reed-Solomon Codes,” Proc. IEEE ICC’09, Dresden, Germany, Jun. 2009. [IEEEXplore]
  3. Sohail Bahmani, Ivan Bajić, Atousa HajShirmohammadi, “Joint Source Channel Decoding of JPEG2000 Images With Unequal Loss Protection,” Proc. IEEE ICASSP’08, pp. 1365–1368, Las Vegas, NV, Mar. 2008. [IEEEXplore]
Journal Papers:
  1. Sohail Bahmani, Bhiksha Raj, “A Unifying Analysis of Projected Gradient Descent for \(\ell_p\)-Constrained Least Squares,” Applied and Computational Harmonic Analysis, DOI:10.1016/j.acha.2012.07.004, arxiv 1107.4623 [math.NA], 2012.
  2. Sohail Bahmani, Ivan Bajić, and Atousa HajShirmohammadi, “Joint Decoding of Unequally Protected JPEG2000 Images and Reed-Solomon Codes,” IEEE Trans. on Image Processing, vol. 19, no. 10, pp. 2693–2704, Oct. 2010. [IEEEXplore]