Here are some of my papers:
2009
"Prepublication Data Sharing", with the Toronto International Data Release Workshop
Authors, Nature, Vol 461, Issue 10, September 2009, p. 168-70.
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"A Global Empirical Evaluation of New Communication Technology Use and Democratic
Tendency", with Meier, nominated for best paper, 3rd IEEE/ACM International Conference on Information and Communication
Technologies and
Development, Doha, Qatar, April 2009.
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"Enabling
Reproducible Research: Open Licensing
For Scientific Innovation", winner of the Access to Knowledge
Kaltura prize, International Journal of Communications Law and Policy, Issue 13, 2009.
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"15
Years of Reproducible Research in Computational Harmonic Analysis",
with Donoho et al. IEEE Computing in Science and Engineering, 11(1), January
2009,
p.8-18.
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"The Legal Framework for Reproducible Research in the Sciences:
Licensing and Copyright",
IEEE Computing in Science and Engineering, 11(1), January 2009, p.35-40.
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2007
"Virtual
Northern Analysis of the Human Genome", with Hurowitz, Drori, Donoho, and Brown.
PLoS ONE, May 23, 2(5), 2007.
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"About SparseLab", with Donoho and Tsaig. Documentation for SparseLab, MATLAB scripts associated with papers
seeking sparse solutions to linear systems of equations, March 2007.
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"SparseLab Architecture", with Donoho and Tsaig. Detailed documentation for SparseLab, MATLAB scripts associated
with papers
seeking sparse solutions to linear systems of equations, March 2007.
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2006
"Model Selection When the Number of Variables Exceeds the Number of Observations"
Doctoral Dissertation, Department of Statistics, Stanford University, 2006.
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Release of SparseLab, a collaborative library of
MATLAB routines for finding sparse solutions to underdetermined systems. Code and data from 13 papers
by 12 authors are included in this platform, making the results in these papers reproducible.
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"Fast l1 Minimization for Genome-wide Analysis of mRNA Lengths", with Hurowitz and Drori.
IEEE International Workshop on Genomic Signal Processing and Statistics, 2006.
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"Breakdown Point of Model Selection when the Number
of Variables Exceeds the Number of Observations", with Donoho.
Proceedings of the International Joint Conference on Neural Networks, 2006.
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"Fast l1
Minimization for Genomewide Analysis of mRNA Lengths", with Hurowitz, Drori.
Proceedings of the IEEE International Workshop on Genomic Signal Processing and
Statistics, 2006.
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2005 and earlier
"Multiscale Representations for Manifold-Valued
Data", with Donoho, Drori, Schroeder, and Ur Rahman. Multiscale Modeling and
Simulation, 4(4), 2005. This paper is part of the library of MATLAB scripts SymmLab.
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"When Does Non-Negative Matrix Factorization Give a Correct Decomposition into
Parts?", with Donoho. Proceedings of Neural Information Processing
Systems, 2003.
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I have reviewed papers for:
| Bioinformatics |
| Journal of Machine Learning Research |
| Neural Computation |
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