Ryan M. Rifkin
Ryan M. Rifkin
MIT, Google
Verified email at mit.edu
TitleCited byYear
Prediction of central nervous system embryonal tumour outcome based on gene expression
SL Pomeroy, P Tamayo, M Gaasenbeek, LM Sturla, M Angelo, ...
Nature 415 (6870), 436, 2002
23832002
Prediction of central nervous system embryonal tumour outcome based on gene expression
SL Pomeroy, P Tamayo, M Gaasenbeek, LM Sturla, M Angelo, ...
Nature 415 (6870), 436, 2002
23812002
Multiclass cancer diagnosis using tumor gene expression signatures
S Ramaswamy, P Tamayo, R Rifkin, S Mukherjee, CH Yeang, M Angelo, ...
Proceedings of the National Academy of Sciences 98 (26), 15149-15154, 2001
22322001
In defense of one-vs-all classification
R Rifkin, A Klautau
Journal of machine learning research 5 (Jan), 101-141, 2004
19172004
Regularized least-squares classification
R Rifkin, G Yeo, T Poggio
Nato Science Series Sub Series III Computer and Systems Sciences 190, 131-154, 2003
4082003
Molecular classification of multiple tumor types
CH Yeang, S Ramaswamy, P Tamayo, S Mukherjee, RM Rifkin, M Angelo, ...
Bioinformatics 17 (suppl_1), S316-S322, 2001
3572001
General conditions for predictivity in learning theory
T Poggio, R Rifkin, S Mukherjee, P Niyogi
Nature 428 (6981), 419, 2004
2772004
Everything old is new again: a fresh look at historical approaches in machine learning
RM Rifkin
MaSSachuSettS InStitute of Technology, 2002
2582002
Estimating dataset size requirements for classifying DNA microarray data
S Mukherjee, P Tamayo, S Rogers, R Rifkin, A Engle, C Campbell, ...
Journal of computational biology 10 (2), 119-142, 2003
2512003
Improving multiclass text classification with the support vector machine
JDM Rennie, R Rifkin
1742001
A stochastic integer program with dual network structure and its application to the ground-holding problem
MO Ball, R Hoffman, AR Odoni, R Rifkin
Operations research 51 (1), 167-171, 2003
1682003
Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization
S Mukherjee, P Niyogi, T Poggio, R Rifkin
Advances in Computational Mathematics 25 (1-3), 161-193, 2006
167*2006
Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization
S Mukherjee, P Niyogi, T Poggio, R Rifkin
Advances in Computational Mathematics 25 (1-3), 161-193, 2006
1382006
Generating a playlist
GA Heitz III, A Berenzweig, JE Weston, RJ Weiss, SA Goldman, T Walters, ...
US Patent App. 13/103,445, 2012
1232012
Using the fisher kernel method for web audio classification
PJ Moreno, R Rifkin
2000 IEEE International Conference on Acoustics, Speech, and Signal …, 2000
1122000
Notes on regularized least squares
RM Rifkin, RA Lippert
1022007
An analytical method for multiclass molecular cancer classification
R Rifkin, S Mukherjee, P Tamayo, S Ramaswamy, CH Yeang, M Angelo, ...
Siam Review 45 (4), 706-723, 2003
822003
Value regularization and Fenchel duality
RM Rifkin, RA Lippert
Journal of Machine Learning Research 8 (Mar), 441-479, 2007
662007
Partially supervised machine learning of data classification based on local-neighborhood Laplacian Eigenmaps
R Rifkin, S Andrews
US Patent 7,412,425, 2008
622008
Musical query-by-description as a multiclass learning problem
B Whitman, R Rifkin
2002 IEEE Workshop on Multimedia Signal Processing., 153-156, 2002
602002
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