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List of works by Sam T. Roweis

A Unifying Review of Linear Gaussian Models

scientific article

A panoramic view of yeast noncoding RNA processing

scientific article

An Improved Photometric Calibration of the Sloan Digital Sky Survey Imaging Data

scientific article published in the Astrophysical Journal

Astrometry.net: blind astrometric calibration of arbitrary astronomical images

scientific article published in Astronomical Journal

Automatic Alignment of Local Representations

scientific article published in January 2003

Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure

scientific article published in January 2007

Blind date: using proper motions to determine the ages of historical images

scientific article published in Astronomical Journal

Cleaning the USNO-B catalog through automatic detection of optical artifacts

scientific article published in Astronomical Journal

Computing with Action Potentials

Constrained Hidden Markov Models

article by Sam T. Roweis published 2000 in Advances in Neural Information Processing Systems 12

Convex Learning with Invariances

scientific article published in January 2008

Difference detection in LC-MS data for protein biomarker discovery

scientific article

EM Algorithms for PCA and SPCA

scholarly article by Sam T. Roweis published 1998 in Advances in Neural Information Processing Systems 10

Extreme deconvolution: Inferring complete distribution functions from noisy, heterogeneous and incomplete observations

article by Jo Bovy et al published June 2011 in The Annals of Applied Statistics

Global Coordination of Local Linear Models

Hierarchical Clustering of a Mixture Model

scientific article published in January 2005

Inferring State Sequences for Non-linear Systems with Embedded Hidden Markov Models

scientific article published in January 2004

K-Corrections and Filter Transformations in the Ultraviolet, Optical, and Near-Infrared

scientific article published in Astronomical Journal

Learning Nonlinear Dynamical Systems Using an EM Algorithm

Metric Learning by Collapsing Classes

scientific article published in January 2006

Modeling Complete Distributions with Incomplete Observations: The Velocity Ellipsoid fromHipparcosData

scientific article published in the Astrophysical Journal

Modeling Dyadic Data with Binary Latent Factors

scientific article published in January 2007

Modeling Human Motion Using Binary Latent Variables

scientific article published in January 2007

Multiple Alignment of Continuous Time Series

scientific article published in January 2005

Neighbourhood Components Analysis

scientific article published in January 2005

Non-linear CCA and PCA by Alignment of Local Models

scientific article published in January 2004

Nonlinear dimensionality reduction by locally linear embedding

scientific article

One Microphone Source Separation

scientific article published in January 2001

Probabilistic Inference of Speech Signals from Phaseless Spectrograms

scientific article published in January 2004

Stochastic Neighbor Embedding

scientific article published in January 2003

The velocity distribution of nearby stars from Hipparcos data. I. The significance of the moving groups

scientific article published in the Astrophysical Journal