# Publications

Understanding symmetric smoothing filters via Gaussian mixtures,” in IEEE International Conference on Image Processing, 2015.

, “ Sparsity according to Prony, Average Performance Analysis,” in Signal Processing with Adaptive Sparse Structured Representations (SPARS) Workshop, Cambridge, England, 2015. 2015_spars.pdf

, “ A Spectral Graph Regression Model for Learning Brain Connectivity of Alzheimer's Disease,” PLOS ONE, vol. 10, no. 5, 2015. Publisher's VersionAbstract

, “ , “ Optimal hypothesis testing with combinatorial structure: Detecting random walks on graphs,” in Proc. of Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, 2014.Abstract

, “ Efficient image reconstruction for gigapixel quantum image sensors,” in IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, GA, 2014.Abstract qis_image_reconstruction.pdf

, “ Randomized Kaczmarz algorithms: Exact MSE analysis and optimal sampling probabilities,” in IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, GA, 2014.Abstract randkac_globalsip14.pdf

, “(This paper received the **Best Student Paper Award** of GlobalSIP)

Finite Dimensional FRI,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Florence, 2014.Abstract finite_fri.pdf

, “ Monte Carlo Non-Local Means: Random Sampling for Large-Scale Image Filtering,” IEEE Transactions on Image Processing, vol. 23, no. 8, pp. 3711-3725, 2014.Abstract mcnlm.pdf

, “ On Sparse Representation in Fourier and Local Bases,” IEEE Transactions on Information Theory, vol. 60, no. 12, pp. 7888-7899, 2014.Abstract prosparse.pdf

, “ Sensor Placement for the Analysis of Seismic Surface Waves: Source of Error, Design Criterion, and Array Design Algorithms,” Geophys. J. Int. vol. 197, no. 3, pp. 1566-1581, 2014. Publisher's VersionAbstract

, “ A Framework for Adaptive Parameter Estimation with Finite Memory,” in Proc. IEEE Global Conference on Signal and Information Processing, Austin, TX, 2013.Abstract

, “ ALARM: A Logistic Auto-Regressive Model for binary processes on networks,” in Proc. IEEE Global Conference on Signal and Information Processing, Austin, TX, 2013.Abstract alarm_globalsip13.pdf

, “ A novel compressive sensing approach to simultaneously acquire color and near-infrared images on a single sensor,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, 2013.Abstract

, “ Fast non-local filtering by random sampling: It works, especially for large images,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, 2013.Abstract random_nlm.pdf

, “ Detecting random walks hidden in noise: Phase transition on large graphs,” in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Vancouver, Canada, 2013.Abstract mcdet_icassp.pdf

, “ Acoustic Echoes Reveal Room Shape,” Proceedings of the National Academy of Sciences (PNAS), vol. 110, no. 30, pp. 12186-12191, 2013. Full Text (PDF + Supplementary Info)Abstract pnas_2013.pdf

, “ Adaptive sensing and inference for single-photon imaging,” in Proc. 47th Annual Conference on Information Sciences and Systems (CISS), Baltimore, MD, 2013.Abstract adaptive_sensing.pdf

, “ Matched signal detection on graphs: Theory and application to brain network classification,” in Proc. 23rd International Conference on Information Processing in Medical Imaging (IPMI 2013), Asilomar, CA, 2013.Abstract graphmsd_impi13.pdf

, “ A graph theoretical regression model for brain connectivity learning of Alzheimer's disease,” in Proc. International Symposium on Biomedical Imaging (ISBI), San Francisco, CA, 2013.Abstract graphrecon_isbi_reprocessed.pdf

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