Publications

D. L. Donoho, A. Maleki, and A. Montanari, "Construction of message passing algorithms for compressed sensin," to be submitted to IEEE Transactions on Information Theory, 2009.
D. L. Donoho, A. Maleki, and A. Montanari, "Message passing algorithms for compressed sensin: I. Motivation and construction," Proc. of Information Theory Workshop, 2010.
D. L. Donoho, A. Maleki, and A. Montanari, "Message passing algorithms for compressed sensin: II. Analysis and validation," Proc. of Information Theory Workshop, 2010.
D. L. Donoho, A. Maleki, and A. Montanari, "Message passing algorithms for compressed sensing," Proc. of National Academy of Sciences (PNAS), November 2009.
A. Maleki, "Convergence analysis of iterative thresholding algorithms,'' proc. of Allerton Conference on Communication, Control, and Computing, 2009.
A. Maleki, D. L. Donoho, "Optimally tuned iterative thresholding algorithm for compressed sensing,'' IEEE Journal of Selected Areas in Signal Processing, accepted for publication, 2009.
A. Maleki, D. L. Donoho, "Optimal iterative thresholding algorithms," Proc. of signal Processing with Adaptive Sparse Representations, SPARS 09.

A. Maleki, M. Shahram, and G. Carlsson, "Near optimal coder for image geometries," Proc. of International Conference on Image Processing, San Diego, 2008. [You may find the full version of this paper here.]
A. Maleki, G. Carlsson, "\epsilon-entropy of piecewise polynomial functions and tree partitioning compression," Proc. of International Conference on Acoustic, Speech and Signal Processing, 2008.
A. Maleki, M. Shahram, "Tree partitioning compression of piecewise polynomial functions," Proc. of Asilomar Conference on Signals, System and Computers, 2007
C. L. Chang, A. Maleki, and B. Girod, "Adaptive wavelet transform for image compression via directional quincunx lifting," Proc. IEEE International Workshop on Multimedia Signal Processing, MMSP-05, Shanghai, China, November 2005

A. Maleki, B. Rajaratnam, "Covariance regularized regression," work in progress.
N. Asgharbeigi, A. Maleki, "A solution to the drawbacks of spectral clustering," Proc. of International Conference on Pattern Recognition, Florida, 2008
A. Maleki, N. Asgharbeigi, "Coherent and Heterogeneous approach for clustering ," Proc. of Artificial Intelligence and Pattern Recognition, Florida, 2008. [You may find more proofs here].