- Compressed Sensing and Graphical Models:
- D. L. Donoho, A. Maleki, and A. Montanari, "Message passing algorithms for Compressed sensing," accepted for publication, Proceedings of National Academy of Sciences (PNAS), 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 on selected areas in signal processing, accepted for publication, 2009.
- A. Maleki, D. L. Donoho, "Optimal iterative thresholding algorithms," Proc. of SPARS 09.
- Image Processing and Multiresolution Transforms:
- 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 ICASSP 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].