Ryan Rifkin

Computer Science · Physical Sciences

21h-index8.1kcitations38works0.02yr avg
OpenAlex↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Face and Expression Recognition(8), Neural Networks and Applications(7), Gene expression and cancer classification(7), Sparse and Compressive Sensing Techniques(6), Speech and Audio Processing(6)

Publications38 total

Speaker recognition using local models
The Journal of the Acoustical Society of America·2009· 1 cited
Notes on Regularized Least Squares
DSpace@MIT (Massachusetts Institute of Technology)·2007· 118 citedOpen Access
Value Regularization and Fenchel Duality
Journal of Machine Learning Research·2007· 75 cited
AClass: A simple, online, parallelizable algorithm for probabilistic classification
International Conference on Artificial Intelligence and Statistics·2007· 5 cited
Phonetic Classification Using Hierarchical, Feed-forward, Spectro-temporal Patch-based Architectures
2007· 10 citedOpen Access
Noise Robust Phonetic Classificationwith Linear Regularized Least Squares and Second-Order Features
2007· 28 cited
Infinite-σ Limits For Tikhonov Regularization
Journal of Machine Learning Research·2006· 3 cited
Discriminating speech and non-speech with regularized least squares
2006
Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization
Advances in Computational Mathematics·2006· 209 cited
Asymptotics of Gaussian Regularized Least-Squares
2005· 2 cited
In Defense of One-Vs-All Classification
2004· 1.4k cited
General conditions for predictivity in learning theory
Nature Cell Biology·2004· 281 cited
Musical query-by-description as a multiclass learning problem
2004· 39 cited
Statistical Learning: Stability is Sufficient for Generalization and Necessary and Sufficient for Consistency of Empirical Risk Minimization
2004· 24 cited
Speaker recognition using local models
2003
Bayesian Estimation of Transcript Levels Using a General Model of Array Measurement Noise
Journal of Computational Biology·2003· 19 cited
Estimating Dataset Size Requirements for Classifying DNA Microarray Data
Journal of Computational Biology·2003· 280 cited
A Stochastic Integer Program with Dual Network Structure and Its Application to the Ground-Holding Problem
Operations Research·2003· 160 cited
Regression and Classification with Regularization
Lecture notes in statistics·2003· 23 cited
An Analytical Method for Multiclass Molecular Cancer Classification
SIAM Review·2003· 67 cited
page 1 of 2Next →

Frequent Co-authors

Tomaso Poggio(11), Sayan Mukherjee(11), Pablo Tamayo(5), Jill P. Mesirov(5), Michael Angelo(4), Eric S. Lander(4), Todd R. Golub(4), Ross A. Lippert(4), Sridhar Ramaswamy(3), Michael Reich(3), Partha Niyogi(3), Massimiliano Pontil(3), Chen‐Hsiang Yeang(2), Michael O. Ball(2), Amedeo R. Odoni(2), Mariano Alvira(2), Ken Schutte(2), Jake Bouvrie(2), Theodoros Evgeniou(2), Ron O. Dror(2)