Ryan M. Rifkin

14 papers B 3C 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2007 J jnl
Value Regularization and Fenchel Duality.
J. Mach. Learn. Res.
Ryan M. Rifkin, Ross A. Lippert
2006 J jnl
Infinite-sigma Limits For Tikhonov Regularization.
J. Mach. Learn. Res.
Ross A. Lippert, Ryan M. Rifkin
2006 J jnl
Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization.
Adv. Comput. Math.
Sayan Mukherjee, Partha Niyogi, Tomaso A. Poggio, Ryan M. Rifkin
2005 — conf
Asymptotics of Gaussian Regularized Least Squares.
NIPS
Ross A. Lippert, Ryan M. Rifkin
2004 J jnl
In Defense of One-Vs-All Classification.
J. Mach. Learn. Res.
Ryan M. Rifkin, Aldebaro Klautau
2003 J jnl
A Stochastic Integer Program with Dual Network Structure and Its Application to the Ground-Holding Problem.
Oper. Res.
Michael O. Ball, Robert L. Hoffman, Amedeo R. Odoni, Ryan M. Rifkin
2003 J jnl
An Analytical Method for Multiclass Molecular Cancer Classification.
SIAM Rev.
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
2003 J jnl
Bayesian Estimation of Transcript Levels Using a General Model of Array Measurement Noise.
J. Comput. Biol.
Ron O. Dror, Jonathan G. Murnick, Nicola J. Rinaldi, Voichita D. Marinescu, Ryan M. Rifkin, Richard A. Young
2003 J jnl
Estimating Dataset Size Requirements for Classifying DNA Microarray Data.
J. Comput. Biol.
Sayan Mukherjee, Pablo Tamayo, Simon Rogers, Ryan M. Rifkin, Anna Engle, Colin Campbell, Todd R. Golub, Jill P. Mesirov
2002 B conf
A bayesian approach to transcript estimation from gene array data: the BEAM technique.
RECOMB
Ron O. Dror, Jonathan G. Murnick, Nicola A. Rinaldi, Voichita D. Marinescu, Ryan M. Rifkin, Richard A. Young
2002 C conf
Musical query-by-description as a multiclass learning problem.
IEEE Workshop on Multimedia Signal Processing
Brian Whitman, Ryan M. Rifkin
2001 — conf
Molecular classification of multiple tumor types.
ISMB (Supplement of Bioinformatics)
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
1999 B conf
A Note on Support Vector Machine Degeneracy.
ALT
Ryan M. Rifkin, Massimiliano Pontil, Alessandro Verri
1999 B conf
From regression to classification in support vector machines.
ESANN
Massimiliano Pontil, Ryan M. Rifkin, Theodoros Evgeniou