Dror Baron -
2014
-
Matlab
implementation of the improved MCMC-based universal compressed sensing
algorithm by
Junan Zhu,
Marco Duarte, and I, December 2014.
-
N. Krishnan and
D. Baron,
"Performance of Parallel Two-Pass 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 Wavelet-Based Image Denoising,"
Proc. IEEE Global Conf. Signal Inf. Process.,
Atlanta, GA, December 2014
(pdf,
talk).
-
Y. Ma,
D. Baron, and
D. Needell,
"Two-Part Reconstruction with Noisy-Sudocodes,"
IEEE Trans. Signal Proc., vol. 62, no. 23, pp. 6323-6334,
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. 6626-6635, 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,
"Complexity-Adaptive 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 Two-Pass 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 Infinity-Norm Error
by Minimizing the Mean p-Norm 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. 150-158,
January 2014
(pdf,
arxiv,
software).
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