Ryan M. Rifkin

According to our database, Ryan M. Rifkin authored at least 14 papers between 1999 and 2007.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2007

Value Regularization and Fenchel Duality.

Ryan M. Rifkin, Ross A. Lippert

J. Mach. Learn. Res., 2007

2006

Infinite-sigma Limits For Tikhonov Regularization.

Ross A. Lippert, Ryan M. Rifkin

J. Mach. Learn. Res., 2006

Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization.

Sayan Mukherjee, Partha Niyogi, Tomaso A. Poggio, Ryan M. Rifkin

Adv. Comput. Math., 2006

2005

Asymptotics of Gaussian Regularized Least Squares.

Ross A. Lippert, Ryan M. Rifkin

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

2004

In Defense of One-Vs-All Classification.

Ryan M. Rifkin, Aldebaro Klautau

J. Mach. Learn. Res., 2004

2003

An Analytical Method for Multiclass Molecular Cancer Classification.

Ryan M. Rifkin, Sayan Mukherjee, Pablo Tamayo, Sridhar Ramaswamy, Chen-Hsiang Yeang, Michael Angelo, Michael Reich, Tomaso A. Poggio, Eric S. Lander, Todd R. Golub, Jill P. Mesirov

SIAM Rev., 2003

Estimating Dataset Size Requirements for Classifying DNA Microarray Data.

Sayan Mukherjee, Pablo Tamayo, Simon Rogers, Ryan M. Rifkin, Anna Engle, Colin Campbell, Todd R. Golub, Jill P. Mesirov

J. Comput. Biol., 2003

Bayesian Estimation of Transcript Levels Using a General Model of Array Measurement Noise.

Ron O. Dror, Jonathan G. Murnick, Nicola J. Rinaldi, Voichita D. Marinescu, Ryan M. Rifkin, Richard A. Young

J. Comput. Biol., 2003

A Stochastic Integer Program with Dual Network Structure and Its Application to the Ground-Holding Problem.

Michael O. Ball, Robert L. Hoffman, Amedeo R. Odoni, Ryan M. Rifkin

Oper. Res., 2003

2002

A bayesian approach to transcript estimation from gene array data: the BEAM technique.

Ron O. Dror, Jonathan G. Murnick, Nicola A. Rinaldi, Voichita D. Marinescu, Ryan M. Rifkin, Richard A. Young

Proceedings of the Sixth Annual International Conference on Computational Biology, 2002

Musical query-by-description as a multiclass learning problem.

Brian Whitman, Ryan M. Rifkin

Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001

Molecular classification of multiple tumor types.

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

Proceedings of the Ninth International Conference on Intelligent Systems for Molecular Biology, 2001

1999

From regression to classification in support vector machines.

Massimiliano Pontil, Ryan M. Rifkin, Theodoros Evgeniou

Proceedings of the 7th European Symposium on Artificial Neural Networks, 1999

A Note on Support Vector Machine Degeneracy.

Ryan M. Rifkin, Massimiliano Pontil, Alessandro Verri

Proceedings of the Algorithmic Learning Theory, 10th International Conference, 1999