| Nonlinear dimensionality reduction by locally linear embedding ST Roweis, LK Saul Science 290 (5500), 2323-2326, 2000 | 13935 | 2000 |
| 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 | 1917 | 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 | 1917* | 2006 |
| Think globally, fit locally: unsupervised learning of low dimensional manifolds LK Saul, ST Roweis The Journal of Machine Learning Research 4, 119-155, 2003 | 1890 | 2003 |
| Neighbourhood components analysis J Goldberger, S Roweis, G Hinton, R Salakhutdinov | 1538 | 2004 |
| Stochastic neighbor embedding G Hinton, S Roweis Advances in neural information processing systems 15, 833-840, 2002 | 1109 | 2002 |
| A unifying review of linear Gaussian models S Roweis, Z Ghahramani Neural computation 11 (2), 305-345, 1999 | 1046 | 1999 |
| EM algorithms for PCA and SPCA S Roweis Advances in neural information processing systems, 626-632, 1998 | 1045 | 1998 |
| Metric learning by collapsing classes A Globerson, S Roweis Advances in neural information processing systems 18, 451, 2006 | 726 | 2006 |
| Modeling human motion using binary latent variables GW Taylor, GE Hinton, ST Roweis Advances in neural information processing systems 19, 1345, 2007 | 719 | 2007 |
| 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 | 544 | 2008 |
| One microphone source separation ST Roweis Advances in neural information processing systems, 793-799, 2001 | 531 | 2001 |
| Mcrank: Learning to rank using multiple classification and gradient boosting P Li, C Burges, Q Wu, JC Platt, D Koller, Y Singer, S Roweis Advances in neural information processing systems 20, 897-904, 2007 | 451 | 2007 |
| 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 | 305 | 2006 |
| A panoramic view of yeast noncoding RNA processing WT Peng, MD Robinson, S Mnaimneh, NJ Krogan, G Cagney, Q Morris, ... Cell 113 (7), 919-934, 2003 | 280 | 2003 |
| A sticker-based model for DNA computation S Roweis, E Winfree, R Burgoyne, NV Chelyapov, MF Goodman, ... Journal of Computational Biology 5 (4), 615-629, 1998 | 267 | 1998 |
| Automatic alignment of local representations YW Teh, S Roweis Advances in neural information processing systems 15, 841-848, 2002 | 257 | 2002 |
| Global coordination of local linear models ST Roweis, LK Saul, GE Hinton Advances in neural information processing systems 2, 889-896, 2002 | 255 | 2002 |
| Factorial models and refiltering for speech separation and denoising ST Roweis Eighth European Conference on Speech Communication and Technology, 2003 | 237 | 2003 |
| 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 | 234 | 2010 |
