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Publications of Author

1. Brian Whitman, Ryan M. Rifkin
   Musical query-by-description as a multiclass learning problem. [Citation Graph (0, 0)][DBLP]
   IEEE Workshop on Multimedia Signal Processing, 2002, pp:153-156 [Conf]
   
2. Ryan M. Rifkin, Massimiliano Pontil, Alessandro Verri
   A Note on Support Vector Machine Degeneracy. [Citation Graph (0, 0)][DBLP]
   ATL, 1999, pp:252-263 [Conf]
   
3. Massimiliano Pontil, Ryan M. Rifkin, Theodoros Evgeniou
   From regression to classification in support vector machines. [Citation Graph (0, 0)][DBLP]
   ESANN, 1999, pp:225-230 [Conf]
   
4. Chen-Hsiang Yeang, Sridhar Ramaswamy, Pablo Tamayo, Sayan Mukherjee, Ryan M. Rifkin, Michael Angelo, Michael Reich, Eric S. Lander, Jill P. Mesirov, Todd R. Golub
   Molecular classification of multiple tumor types. [Citation Graph (0, 0)][DBLP]
   ISMB (Supplement of Bioinformatics), 2001, pp:316-322 [Conf]
   
5. Ross A. Lippert, Ryan M. Rifkin
   Asymptotics of Gaussian Regularized Least Squares. [Citation Graph (0, 0)][DBLP]
   NIPS, 2005, pp:- [Conf]
   
6. Ron O. Dror, Jonathan G. Murnick, Nicola A. Rinaldi, Voichita D. Marinescu, Ryan M. Rifkin, Richard A. Young
   A bayesian approach to transcript estimation from gene array data: the BEAM technique. [Citation Graph (0, 0)][DBLP]
   RECOMB, 2002, pp:137-143 [Conf]
   
7. Sayan Mukherjee, Partha Niyogi, Tomaso Poggio, Ryan M. Rifkin
   Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization. [Citation Graph (0, 0)][DBLP]
   Adv. Comput. Math., 2006, v:25, n:1-3, pp:161-193 [Journal]
   
8. Ron O. Dror, Jonathan G. Murnick, Nicola J. Rinaldi, Voichita D. Marinescu, Ryan M. Rifkin, Richard A. Young
   Bayesian Estimation of Transcript Levels Using a General Model of Array Measurement Noise. [Citation Graph (0, 0)][DBLP]
   Journal of Computational Biology, 2003, v:10, n:3/4, pp:433-452 [Journal]
   
9. Sayan Mukherjee, Pablo Tamayo, Simon Rogers, Ryan M. Rifkin, Anna Engle, Colin Campbell, Todd R. Golub, Jill P. Mesirov
   Estimating Dataset Size Requirements for Classifying DNA Microarray Data. [Citation Graph (0, 0)][DBLP]
   Journal of Computational Biology, 2003, v:10, n:2, pp:119-142 [Journal]
   
10. Ryan M. Rifkin, Aldebaro Klautau
    In Defense of One-Vs-All Classification. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2004, v:5, n:, pp:101-141 [Journal]
    
11. Ross A. Lippert, Ryan M. Rifkin
    Infinite-sigma Limits For Tikhonov Regularization. [Citation Graph (0, 0)][DBLP]
    Journal of Machine Learning Research, 2006, v:7, n:, pp:855-876 [Journal]