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Publications

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Conference Proceedings
Shi T, Belkin M, Yu B.  2008.  Data Spectroscopy: Learning Mixture Models using Eigenspaces of Convolution Operators. Proceedings of the 25th International Conference on Machine Learning. :936-943.
Shi T, Yu B, Clothiaux EE, Braverman AJ.  2004.  Fusing MISR and MODIS Information for Polar Cloud Detection. Proceedings of the 38th Asilomar Conference on Signals, Systems, and Computers. 2:1705-1709.
Journal Article
Shi T, Yu B.  2006.  Binning in Gaussian Kernel Regularization. Statistica Sinica. 16:541-567.
Shi T, Belkin M, Yu B.  2009.  Data Spectroscopy: Eigenspaces of Convolution Operators and Clustering. Annals of Statistics. 37 (6B):3960-3984.
Shi T, Yu B, Clothiaux EE, Braverman AJ.  2008.  Daytime Arctic Cloud Detection based on Multi-angle Satellite Data with Case Studies. Journal of the American Statistical Association. 103 (482):584-593.
Shi T, Clothiaux EE, Yu B, Braverman AJ, Groff GN.  2007.  Detection of Daytime Arctic Clouds using MISR and MODIS Data. Remote Sensing of Environment. 107:172-184.
Special Volume
DeIorio M, Mueller P, Rosner GL, MacEachern SN.  2003.  ANOVA DDP models: a review. Nonlinear Estimation and Classification. :467-475.
Wahba G, Lin Y, Lee Y, Zhang H.  2002.  Optimal properties and adaptive tuning of standard and nonstandard Support Vector Machines. Nonlinear Estimation and Classification. :125-143.