Subhojit Som – Publications


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Publications

  1. “Learning Label Structure for Compressed Sensing Based Multilabel Classiļ¬cation”, S. Som, Proc. SAI Computing Conference, pp. 54–60, London, UK, July 2016.

  2. “EPR Multisite Oximetry from Multiple Quadrature Harmonics”, R. Ahmad, S. Som, D.H. Johnson, J.L. Zweier, P. Kuppusamy, and L.C. Potter, Journal of Magnetic Resonance, vol. 214, pp. 135–143, Jan 2012.

  3. “Compressive Imaging using Approximate Message Passing and a Markov-Tree Prior”, S. Som and P. Schniter, IEEE Transactions on Signal Processing, vol. 60 , issue 7, pp. 3439–3448, July 2012.

  4. “EPR Multisite Oximetry from Multiple Quadrature Harmonics”, R. Ahmad, S. Som, D.H. Johnson, J.L. Zweier, P. Kuppusamy, and L.C. Potter, Journal of Magnetic Resonance, vol. 214, pp. 135–143, Jan 2012.

  5. Approximate Message Passing for Recovery of Sparse Signals with Markov-Random-Field Support Structure", S. Som and P. Schniter, presented at the International Conference on Machine Learning (ICML) Workshop on Structured Sparsity: Learning and Inference, Bellevue, WA, Jul 2011. (slides)

  6. Digital Detection and Processing of Multiple Quadrature Harmonics for EPR Spectroscopy”, R. Ahmad, S. Som, E. Kesselring, P. Kuppusamy, J.L. Zweier, and L.C. Potter, Journal of Magnetic Resonance, vol. 207, issue 2, pp 322–331, Dec 2010.

  7. “Compressive Imaging using Approximate Message Passing and a Markov-Tree Prior”, S. Som, L.C. Potter and P. Schniter, Proc. Asilomar Conference on Signals, Systems, and Computers, pp. 243–247, Pacific Grove, CA, Nov 2010. (slides)

  8. “On Approximate Message Passing for Reconstruction of Non-Uniformly Sparse Signals”, S. Som, L.C. Potter and P. Schniter, Proc. IEEE 2010 National Aerospace and Electronics Conference, pp. 223–229, Dayton, OH, Jul 2010.

  9. “A Digital Receiver for CW EPR Spectroscopy”, S. Som, R. Ahmad, L.C. Potter, E. Kesselring, P. Kuppusamy, and J.L. Zweier, A Joint Conference of 14th In Vivo EPR Spectroscopy and Imaging 11th International EPR Spin Trapping/Spin Labeling, San Juan, Puerto Rico, May 2010.

  10. “Sparsity Pattern Recovery in Bernoulli-Gaussian Signal Model”, S. Som, and L.C. Potter, Techical Report, 2010.

  11. “Rapid EPR Oximetry Using Sparse Spin Distribution”, S. Som, L.C Potter, R. Ahmad, D.S. Vikram, and P. Kuppusamy, Proc. 17th Annual Meeting of ISMRM, Honolulu, Hawaii, USA, Apr 2009.

  12. “Sparse Reconstruction via Bayesian Variable Selection and Bayesian Model Averaging”, P. Schniter, L.C. Potter, and S. Som, Workshop on Information Theory and Applications (ITA), La Jolla, CA, Feb 2009 (invited).

  13. EPR Oximetry in Three Dimensions using Sparse Spin Distribution”, S. Som, L.C. Potter, R. Ahmad, D.S. Vikram, and P. Kuppusamy, Journal of Magnetic Resonance, vol. 193, issue 2, pp. 210–217, August 2008.

  14. A Parametric Approach to Spectral-spatial EPR Imaging”, S. Som, L.C. Potter, R. Ahmad, and P. Kuppusamy, Journal of Magnetic Resonance, vol. 186, issue 1, pp. 1–10, May 2007.

  15. “Reduced Acquisition EPR Oximetry”, S. Som, L.C. Potter, R. Ahmad, and P. Kuppusamy, A Joint Conference of 12th In Vivo EPR Spectroscopy and Imaging 9th International EPR Spin Trapping/Spin Labeling, Chicago, IL, Apr 2007.