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Clayton D. Scott - Publications

Affiliations: 
University of Michigan, Ann Arbor, Ann Arbor, MI 
Area:
Electronics and Electrical Engineering, Computer Science, Statistics
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31 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Nataraj G, Nielsen JF, Scott C, Fessler JA. Dictionary-Free MRI PERK: Parameter Estimation via Regression with Kernels. Ieee Transactions On Medical Imaging. PMID 29994085 DOI: 10.1109/Tmi.2018.2817547  0.354
2018 Keshavarz H, Scott C, Nguyen XL. Optimal change point detection in Gaussian processes Journal of Statistical Planning and Inference. 193: 151-178. DOI: 10.1016/J.Jspi.2017.09.003  0.392
2017 Cortes EC, Scott C. Sparse Approximation of a Kernel Mean Ieee Transactions On Signal Processing. 65: 1310-1323. DOI: 10.1109/Tsp.2016.2628353  0.423
2016 Blanchard G, Flaska M, Handy G, Pozzi S, Scott C. Classification with asymmetric label noise: Consistency and maximal denoising Electronic Journal of Statistics. 10: 2780-2824. DOI: 10.1214/16-Ejs1193  0.389
2016 Keshavarz H, Scott C, Nguyen X. On the consistency of inversion-free parameter estimation for Gaussian random fields Journal of Multivariate Analysis. 150: 245-266. DOI: 10.1016/J.Jmva.2016.06.003  0.397
2014 Watanabe T, Kessler D, Scott C, Angstadt M, Sripada C. Disease prediction based on functional connectomes using a scalable and spatially-informed support vector machine. Neuroimage. 96: 183-202. PMID 24704268 DOI: 10.1016/J.Neuroimage.2014.03.067  0.378
2013 Bellala G, Stanley J, Bhavnani SK, Scott C. A rank-based approach to active diagnosis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2078-90. PMID 23868771 DOI: 10.1109/Tpami.2013.30  0.682
2013 Lingenfelter DJ, Fessler JA, Scott CD, He Z. Source detection performance prediction for a CdZnTe array Ieee Transactions On Nuclear Science. 60: 204-212. DOI: 10.1109/Tns.2012.2236358  0.306
2012 Yokokawa M, Liu TY, Yoshida K, Scott C, Hero A, Good E, Morady F, Bogun F. Automated analysis of the 12-lead electrocardiogram to identify the exit site of postinfarction ventricular tachycardia Heart Rhythm. 9: 330-334. PMID 22001707 DOI: 10.1016/J.Hrthm.2011.10.014  0.314
2012 Scott C. Calibrated asymmetric surrogate losses Electronic Journal of Statistics. 6: 958-992. DOI: 10.1214/12-Ejs699  0.36
2012 Bellala G, Bhavnani SK, Scott C. Group-based active query selection for rapid diagnosis in time-critical situations Ieee Transactions On Information Theory. 58: 459-478. DOI: 10.1109/Tit.2011.2169296  0.682
2012 Lee G, Scott C. EM algorithms for multivariate Gaussian mixture models with truncated and censored data Computational Statistics & Data Analysis. 56: 2816-2829. DOI: 10.1016/J.Csda.2012.03.003  0.564
2011 Lee G, Finn W, Scott C. Statistical file matching of flow cytometry data. Journal of Biomedical Informatics. 44: 663-76. PMID 21406248 DOI: 10.1016/J.Jbi.2011.03.004  0.56
2011 Lingenfelter DJ, Fessler JA, Scott CD, He Z. Asymptotic source detection performance of gamma-ray imaging systems under model mismatch Ieee Transactions On Signal Processing. 59: 5141-5151. DOI: 10.1109/Tsp.2011.2162326  0.359
2010 Bhavnani SK, Bellala G, Ganesan A, Krishna R, Saxman P, Scott C, Silveira M, Given C. The nested structure of cancer symptoms:Implications for analyzing co-occurrence and managing symptoms Methods of Information in Medicine. 49: 581-591. PMID 21085743 DOI: 10.3414/Me09-01-0083  0.643
2010 Davenport MA, Baraniuk RG, Scott CD. Tuning support vector machines for minimax and Neyman-Pearson classification. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 1888-98. PMID 20724764 DOI: 10.1109/Tpami.2010.29  0.393
2010 Kim J, Scott CD. L2 kernel classification. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 1822-31. PMID 20724759 DOI: 10.1109/Tpami.2009.188  0.391
2010 Scott C, Kolaczyk E. Nonparametric Assessment of Contamination in Multivariate Data Using Generalized Quantile Sets and FDR Journal of Computational and Graphical Statistics. 19: 439-456. DOI: 10.1198/Jcgs.2010.08092  0.395
2010 Lee G, Scott C. Nested Support Vector Machines Ieee Transactions On Signal Processing. 58: 1648-1660. DOI: 10.1109/Tsp.2009.2036071  0.574
2009 Scott C, Bellala G, Willett R. The false discovery rate for statistical pattern recognition Electronic Journal of Statistics. 3: 651-677. DOI: 10.1214/09-Ejs363  0.699
2009 Singh A, Scott C, Nowak R. Adaptive Hausdorff Estimation Of Density Level Sets Annals of Statistics. 37: 2760-2782. DOI: 10.1214/08-Aos661  0.368
2008 Rossell D, Guerra R, Scott C. Semi-parametric differential expression analysis via partial mixture estimation. Statistical Applications in Genetics and Molecular Biology. 7: Article15. PMID 18454730 DOI: 10.2202/1544-6115.1333  0.334
2007 Scott C, Davenport M. Regression Level Set Estimation Via Cost-Sensitive Classification Ieee Transactions On Signal Processing. 55: 2752-2757. DOI: 10.1109/Tsp.2007.893758  0.404
2007 Scott C. Performance Measures for Neyman–Pearson Classification Ieee Transactions On Information Theory. 53: 2852-2863. DOI: 10.1109/Tit.2007.901152  0.421
2007 Scott C, Bellala G, Willett R. Generalization error analysis for FDR controlled classification Ieee Workshop On Statistical Signal Processing Proceedings. 792-796. DOI: 10.1109/SSP.2007.4301368  0.684
2007 Davenport MA, Baraniuk RG, Scott CD. Learning minimum volume sets with support vector machines Proceedings of the 2006 16th Ieee Signal Processing Society Workshop On Machine Learning For Signal Processing, Mlsp 2006. 301-306. DOI: 10.1109/MLSP.2006.275565  0.328
2006 Scott C, Nowak R. Robust contour matching via the order-preserving assignment problem Ieee Transactions On Image Processing. 15: 1831-1838. PMID 16830905 DOI: 10.1109/Tip.2006.877038  0.353
2006 Scott C, Nowak RD. Minimax-optimal classification with dyadic decision trees Ieee Transactions On Information Theory. 52: 1335-1353. DOI: 10.1109/Tit.2006.871056  0.35
2005 Scott C. Tree pruning with subadditive penalties Ieee Transactions On Signal Processing. 53: 4518-4525. DOI: 10.1109/Tsp.2005.859220  0.334
2005 Scott C, Nowak R. A Neyman-Pearson approach to statistical learning Ieee Transactions On Information Theory. 51: 3806-3819. DOI: 10.1109/Tit.2005.856955  0.312
2004 Scott C, Nowak RD. TEMPLAR: a wavelet-based framework for pattern learning and analysis Ieee Transactions On Signal Processing. 52: 2264-2274. DOI: 10.1109/Tsp.2004.831121  0.341
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