
Matlab
implementation of the improved MCMCbased universal compressed sensing
algorithm by
Junan Zhu,
Marco Duarte, and I, December 2014.

N. Krishnan and
D. Baron,
"Performance of Parallel TwoPass MDL
Context Tree Algorithm,"
Proc. IEEE Global Conf. Signal Inf. Process.,
Atlanta, GA, December 2014
(pdf,
poster).

J. Tan,
Y. Ma, and
D. Baron,
"Compressive Imaging via Approximate Message
Passing with WaveletBased Image Denoising,"
Proc. IEEE Global Conf. Signal Inf. Process.,
Atlanta, GA, December 2014
(pdf,
talk).

Y. Ma,
D. Baron, and
D. Needell,
"TwoPart Reconstruction with NoisySudocodes,"
IEEE Trans. Signal Proc., vol. 62, no. 23, pp. 63236334,
December 2014
(pdf,
arxiv).

J. Tan, D. Baron, and L. Dai, "Wiener Filters in Gaussian
Mixture Signal Estimation with l∞Norm Error," IEEE Trans. Inf.
Theory, vol. 60, no. 10, pp. 66266635, October 2014
(pdf,
arxiv).

Y. Ma,
J. Zhu, and
D. Baron,
"Compressed Sensing via Universal Denoising
and Approximate Message Passing,"
Proc. 52d Allerton Conf. Communication, Control, and Computing,
Monticello, IL, October 2014
(pdf,
talk,
arxiv).

Teaching ECE 308
(elements of control systems; undergraduate course) 
fall 2014 semester.

This
article
in IEEE Spectrum mentions our work in data compression.

New tutorial pages describing some of our work on
MDL signal estimation and
universal denoising (July 2014).

J. Zhu,
D. Baron, and
M. F. Duarte,
"ComplexityAdaptive Universal Signal Estimation for Compressed Sensing,"
IEEE Stat. Signal Process. Workshop, Gold Coast, Australia, June 2014
(pdf).

N. Krishnan,
D. Baron,
and M. K. Mihcak,
"A Parallel TwoPass MDL Context Tree Algorithm for Universal Source Coding,"
IEEE Int. Symp. Inf. Theory, Honolulu, HI, June 2014
(pdf,
arxiv).

Y. Ma,
J. Tan,
N. Krishnan, and
D. Baron,
"Empirical Bayes and Full Bayes for Signal Estimation,"
arXiv:1405.2113v1, May 2014
(pdf,
arxiv).

J. Tan,
D. Baron,
and L. Dai,
"Signal Estimation with Low InfinityNorm Error
by Minimizing the Mean pNorm Error,"
Conf. Inf. Sciences Systems, Princeton, NJ, March 2014
(pdf,
slides).

Y. Ma,
J. Tan,
N. Krishnan, and
D. Baron,
"Signal Estimation with Mixtures,"
Inf. Theory Applications Workshop,
San Diego, CA, February 2014
(talk,
related arxiv technical report).

J. Tan,
D. Carmon, and D. Baron,
"Signal Estimation with Additive Error Metrics in Compressed
Sensing,"
IEEE Trans. Inf. Theory, vol. 60, no. 1, pp. 150158,
January 2014
(pdf,
arxiv,
software).
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