| 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), 436-442, 2002 | 2895 | 2002 |
| 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 | 2626 | 2001 |
| In defense of one-vs-all classification R Rifkin, A Klautau Journal of machine learning research 5 (Jan), 101-141, 2004 | 2596 | 2004 |
| Regularized Least-Squares R Rifkin, G Yeo, T Poggio Advances in Learning Theory: Methods, Models, and Applications 190, 131, 2003 | 560 | 2003 |
| Molecular classification of multiple tumor types CH Yeang, S Ramaswamy, P Tamayo, S Mukherjee, RM Rifkin, M Angelo, ... ISMB (Supplement of Bioinformatics) 2001, 316-322, 2001 | 396 | 2001 |
| General conditions for predictivity in learning theory T Poggio, R Rifkin, S Mukherjee, P Niyogi Nature 428 (6981), 419-422, 2004 | 388 | 2004 |
| 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 | 377 | 2003 |
| 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, 161-193, 2006 | 327* | 2006 |
| Everything old is new again: a fresh look at historical approaches in machine learning RM Rifkin MaSSachuSettS InStitute of Technology, 2002 | 323 | 2002 |
| 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 | 225 | 2003 |
| Improving multiclass text classification with the support vector machine JDM Rennie, R Rifkin | 224 | 2001 |
| Notes on regularized least squares RM Rifkin, RA Lippert | 218 | 2007 |
| Generating a playlist GA Heitz III, A Berenzweig, JE Weston, RJ Weiss, SA Goldman, T Walters, ... US Patent 10,055,493, 2018 | 167 | 2018 |
| Scalable learning of non-decomposable objectives E Eban, M Schain, A Mackey, A Gordon, R Rifkin, G Elidan Artificial intelligence and statistics, 832-840, 2017 | 141 | 2017 |
| Systems and methods for recognizing user speech R Lyon, C Hughes, Y Wang, R Rifkin, P Getreuer US Patent 10,672,387, 2020 | 129 | 2020 |
| Using the fisher kernel method for web audio classification PJ Moreno, R Rifkin 2000 IEEE International Conference on Acoustics, Speech, and Signal …, 2000 | 126 | 2000 |
| 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 | 100 | 2003 |
| Musical query-by-description as a multiclass learning problem B Whitman, R Rifkin 2002 IEEE Workshop on Multimedia Signal Processing., 153-156, 2002 | 82 | 2002 |
| Synthesizing speech from text using neural networks Y Wu, J Shen, R Pang, RJ Weiss, M Schuster, N Jaitly, Z Yang, Z Chen, ... US Patent 10,971,170, 2021 | 77 | 2021 |
| Value Regularization and Fenchel Duality. RM Rifkin, RA Lippert Journal of Machine Learning Research 8 (3), 2007 | 75 | 2007 |
TOMASO POGGIOMcDermott Professor in Brain Sciences, MITAdresă de e-mail confirmată pe ai.mit.edu
