| Nonlinear dimensionality reduction by locally linear embedding ST Roweis, LK Saul Science 290 (5500), 2323-2326, 2000 | 18849 | 2000 |
| Neighbourhood components analysis J Goldberger, S Roweis, G Hinton, R Salakhutdinov | 2967 | 2004 |
| Removing camera shake from a single photograph R Fergus, B Singh, A Hertzmann, ST Roweis, WT Freeman ACM Transactions on Graphics (TOG) 25 (3), 787-794, 2006 | 2746 | 2006 |
| Removing Camera Shake from a Single Photograph ST Roweis, WT Freeman, B Singh, R Fergus, A Hertzmann ACM transactions on graphics, 787-794, 2006 | 2746* | 2006 |
| Stochastic neighbor embedding G Hinton, S Roweis Advances in neural information processing systems 15, 833-840, 2002 | 2246 | 2002 |
| Think globally, fit locally: unsupervised learning of low dimensional manifolds LK Saul, ST Roweis The Journal of Machine Learning Research 4, 119-155, 2003 | 2243 | 2003 |
| K-corrections and filter transformations in the ultraviolet, optical, and near-infrared MR Blanton, S Roweis The Astronomical Journal 133, 734, 2007 | 1930 | 2007 |
| EM algorithms for PCA and SPCA S Roweis Advances in neural information processing systems, 626-632, 1998 | 1446 | 1998 |
| A unifying review of linear Gaussian models S Roweis, Z Ghahramani Neural computation 11 (2), 305-345, 1999 | 1342 | 1999 |
| Astrometry. net: Blind astrometric calibration of arbitrary astronomical images D Lang, DW Hogg, K Mierle, M Blanton, S Roweis The Astronomical Journal 139, 1782, 2010 | 1203 | 2010 |
| Modeling human motion using binary latent variables GW Taylor, GE Hinton, ST Roweis Advances in neural information processing systems 19, 1345, 2007 | 1034 | 2007 |
| Metric learning by collapsing classes A Globerson, S Roweis Advances in neural information processing systems 18, 451, 2006 | 913 | 2006 |
| An improved photometric calibration of the Sloan Digital Sky Survey imaging data N Padmanabhan, DJ Schlegel, DP Finkbeiner, JC Barentine, MR Blanton, ... The Astrophysical Journal 674, 1217, 2008 | 700 | 2008 |
| One microphone source separation ST Roweis Advances in neural information processing systems, 793-799, 2001 | 611 | 2001 |
| Nightmare at test time: robust learning by feature deletion A Globerson, S Roweis Proceedings of the 23rd international conference on Machine learning, 353-360, 2006 | 463 | 2006 |
| Collaborative filtering and the missing at random assumption BM Marlin, RS Zemel, S Roweis, M Slaney Proc. 23rd Conference on Uncertainty in Artificial Intelligence, 2007 | 408* | 2007 |
| Learning nonlinear dynamical systems using an EM algorithm Z Ghahramani, ST Roweis Advances in neural information processing systems, 431-437, 1999 | 340 | 1999 |
| An introduction to locally linear embedding LK Saul, ST Roweis unpublished. Available at: http://www. cs. toronto. edu/~ roweis/lle …, 2000 | 329 | 2000 |
| Global coordination of local linear models ST Roweis, LK Saul, GE Hinton Advances in neural information processing systems 2, 889-896, 2002 | 313 | 2002 |
| Automatic alignment of local representations YW Teh, S Roweis Advances in neural information processing systems 15, 841-848, 2002 | 305 | 2002 |