- Variable sigma Gaussian
processes: An expectation propagation perspective, Y. Qi, A. H.
Abdel-Gawad, T. P. Minka, arXiv:0910.0668v1.
|
- Parallel Inference for
Latent Dirichlet Allocation onGraphics Processing Units, F.
Yan, N. Xu, Y. Qi, to appear in Advances in Neural Information
Processing Systems, 2009
|
- Virtual Vector Machine for
Bayesian Online Classification, T.P. Minka, R. Xiang, and
Y. Qi, Uncertainty in AI, 2009. [pdf]
|
- Parameter
Expanded Variational
Bayesian Methods,
Y. Qi and T.S. Jaakkola, in Advances in Neural Information
Processing Systems 19, MIT Press, Cambridge, MA, 2007. [pdf]
|
- Expectation Propagation
for Signal Detection in Flat-fading
Channels,
Y. Qi & T.P. Minka, in IEEE trans. on Wireless
Communications, vol. 6, no. 1, 348-355, 2007. [Preprint,
IEEE notice]
|
- Cortical Surface Shape
Analysis Based
on Spherical Wavelets, P.
Yu, P. E. Grant, Y. Qi, X. Han, F.
Segonne, R. Pienaar, E. Busa, J. Pacheco, N. Makris, R. L. Buckner, P.
Golland, and B. Fischl, IEEE Transaction on Medical
Imaging, 26(4):582-597, 2007. [html]
|
- High-resolution
Computational Models
of Genome Binding Events,
Y. Qi, A. Rolfe, K. D. MacIsaac, G. K. Gerber, D. Pokholok, J.
Zeitlinger, T. Danford, R. D. Dowell, E. Fraenkel, T. S. Jaakkola, R.
A. Young and D. K. Gifford, Nature Biotechnology, vol. 24, 963-970,
August,
2006. [link]
|
- Modularity and Dynamics of
Cellular
Networks, Y. Qi and H. Ge, PLoS
Computational Biology, vol. 2, no. 12, 1502-1510, December, 2006. [html
/ pdf]
|
- Semi-supervised Analysis
of Gene
Expression
Profiles for Lineage-specific Development in the Caenorhabditis Elegans Embryo, Yuan
(Alan)
Qi, Patrycja E. Missiuro, Ashish Kapoor, Craig P. Hunter, Tommi S.
Jaakkola, David K. Gifford and Hui Ge, Bioinformatics, vol. 22,
no. 14, e417-e423, 2006. [Abstract,
pdf]
|
- Diagram Structure
Recognition by Bayesian Conditional Random Fields,
Y. Qi, M. Szummer, and T. P. Minka, in the
Proceedings of International
Conference on Computer
Vision and Pattern Recognition,2005. [pdf/ps]
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