@ARTICLE{scott09ejs, 
        AUTHOR =        {C. Scott and G. Bellala and R. Willett},
        TITLE =         {The false discovery rate for statistical
pattern recognition},
        JOURNAL =       {Electronic Journal of Statistics},
        Volume =        {3},
        Pages =         {651-677},
        YEAR =          {2009},   
        }

@INPROCEEDINGS{scott09aistats,
        editor = {D. van Dyk and M. Welling},
        AUTHOR = {C. Scott and G. Blanchard},
        TITLE = {Novelty detection: Unlabeled data definitely help},
        booktitle = {Proceedings of the Twelfth International Conference 
on Artificial Intelligence and Statistics (AISTATS) 2009},
        publisher =     {JMLR: W\&CP 5},
        pages = {464-471},
        address = {Clearwater Beach, Florida},
        Date = {April 16-18},
        YEAR =          {2009},
        }

@incollection{kim08nips,    
 title = {Performance analysis for $L\_2$ kernel classification},             
 author = {J. Kim and C. Scott},                                              
 booktitle = {Advances in Neural Information Processing Systems 21},
 editor = {D. Koller and D. Schuurmans and Y. Bengio and L. Bottou},
 pages = {833--840},
 year = {2009}
}

@InProceedings{singh08,
  author       = {A. Singh and R. Nowak and C. Scott},
  title        = {Adaptive {H}ausdorff estimation of density level 
sets},       
  booktitle    = {Proc. 21st Annual Conference on Learning
                  Theory (COLT)},
  year         = {2008},
  editor       = {R. Servedio and T. Zhang},
  pages        = {491-501},
  address       = {Helsinki},
  date          = {July},
}

@article{singh09aos,
  author       = {A. Singh and C. Scott and R. Nowak},
  title        = {Adaptive {H}ausdorff estimation of density level sets},       
  journal	= {Ann. Stat.},
  year         = {2009},
  volume 	= {37},
  number 	= {5B},	
  pages        = {2760-2782},
}

@INPROCEEDINGS{chhabra08,
        AUTHOR =        {P. Chhabra and C. Scott and E. Kolaczyk and M.
Crovella},
        TITLE =         {Distributed Spatial Anomaly Detection},
        BOOKTITLE =      {Proc. IEEE Infocom},
        year = {2008},
        }

@INPROCEEDINGS{kim08icassp,
title={Robust kernel density estimation},
author={J. Kim and C. Scott},                                                
booktitle={IEEE Int. Conf. on Acoustics, Speech and Signal Processing         
(ICASSP) 2008},      
year={2008},
pages={3381-3384},
}

@ARTICLE{rossell08,
  AUTHOR = {D. Rossell and R. Guerra and C. Scott},
  TITLE = {Semi-parametric differential expression analysis via partial 
mixture estimation},
  YEAR = {2008},
  journal = {Statistical Applications in Genetics and Molecular Biology},
  volume = {7},
  number = {1},
 note = {arcticle 15}
} 

@ARTICLE{scott07npperform,
  AUTHOR = "C. Scott",
  TITLE  = "Performance measures for {N}eyman-{P}earson Classification",
  YEAR = "2007",
  JOURNAL = "IEEE Trans. Inform. Theory",
  VOLUME = "53",
  number = "8",
  PAGES = "2852--2863",
}

@ARTICLE{scott07level,
        AUTHOR =        {C. Scott and M. Davenport},
        TITLE =         {Regression level set estimation via
cost-sensitive classification},
        JOURNAL =       {IEEE Trans. Signal Proc.},
        Volume =        {55}, 
        Number =        {6},
        Pages =         {2752-2757},
        YEAR =          {2007},
        }

@ARTICLE{copap,
        AUTHOR =        {C. Scott and R. Nowak},
        TITLE =         {Robust contour matching via the order
preserving assignment problem},
        JOURNAL =       {IEEE Trans. Image Proc.},
        Volume =        {15},
        Number =        {7},
        Pages =         {1831-1838},
        YEAR =          {2005},
        }

@ARTICLE{scott06jmlr,
  AUTHOR = {C. Scott and R. Nowak},
  TITLE = {Learning Minimum Volume Sets}, 
  YEAR = {2006},
  journal = {J. Machine Learning Res.},
  volume = {7},
  pages = {665--704},
}

@article{scott06ddt,
	author={C. Scott and R. Nowak},
	title ={Minimax-Optimal Classification with Dyadic Decision Trees},
	journal={IEEE Trans. Inform. Theory},
	month={April},
	no={4},
	vol={52},
	pages={1335-1353},
	year={2006},
}

@ARTICLE{scott05prune,
        AUTHOR =        {C. Scott},
        TITLE =         {Tree pruning with subadditive penalties},
        JOURNAL =       {IEEE Trans. Signal Proc.},
        Volume =        {53},
        Number =        {12},
        Pages =         {4518-4525},
        YEAR =          {2005},
        }

@ARTICLE{scott05np,
  AUTHOR = "C. Scott and R. Nowak",
  TITLE  = "A {N}eyman-{P}earson Approach to Statistical Learning",
  YEAR = "2005",
  JOURNAL = {IEEE Trans. Inform. Theory},
  VOLUME = "51",
  number = "8",
  PAGES = "3806-3819",
}

@ARTICLE{templar,  
        AUTHOR =        {C. Scott and R. Nowak},
        TITLE =         {TEMPLAR: A wavelet-based framework for pattern
learning and analysis},
        JOURNAL =       {IEEE Trans. Signal Proc.},
        Volume =        {52},
        Number =        {8},
        Pages =         {2264-2274},
        YEAR =          {2004},
        }