| Results of the GREAT08 Challenge★: an image analysis competition for cosmological lensing S Bridle, ST Balan, M Bethge, M Gentile, S Harmeling, C Heymans, ... Monthly Notices of the Royal Astronomical Society 405 (3), 2044-2061, 2010 | 215 | 2010 |
| Geometric Mean Metric Learning PH Zadeh, R Hosseini, S Sra International Conference on Machine Learning, 2016 | 105 | 2016 |
| Conic geometric optimization on the manifold of positive definite matrices S Sra, R Hosseini SIAM Journal on Optimization 25 (1), 713-739, 2015 | 79 | 2015 |
| Matrix manifold optimization for Gaussian mixtures R Hosseini, S Sra Advances in Neural Information Processing Systems 28, 910-918, 2015 | 52 | 2015 |
| Gravitational lensing accuracy testing 2010 (GREAT10) challenge handbook T Kitching, A Amara, M Gill, S Harmeling, C Heymans, R Massey, B Rowe, ... The Annals of applied statistics, 2231-2263, 2011 | 40 | 2011 |
| Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations L Theis, R Hosseini, M Bethge PloS ONE 7 (7), 2012 | 35 | 2012 |
| Improved Bayesian information criterion for mixture model selection A Mehrjou, R Hosseini, BN Araabi Pattern Recognition Letters 69, 22-27, 2016 | 32 | 2016 |
| Wavelet based fingerprint image enhancement S Hatami, R Hosseini, M Kamarei, H Ahmadi 2005 IEEE International Symposium on Circuits and Systems, 4610-4613, 2005 | 26 | 2005 |
| Geometric optimisation on positive definite matrices for elliptically contoured distributions S Sra, R Hosseini Advances in Neural Information Processing Systems 26, 2562-2570, 2013 | 25 | 2013 |
| An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization R Hosseini, S Sra Mathematical Programming 181 (1), 187-223, 2020 | 22 | 2020 |
| Lower bounds on the redundancy of natural images R Hosseini, F Sinz, M Bethge Vision research 50 (22), 2213-2222, 2010 | 17 | 2010 |
| Geometric Optimization in Machine Learning S Sra, R Hosseini Algorithmic Advances in Riemannian Geometry and Applications, 73-91, 2016 | 15 | 2016 |
| Deep-rbf networks revisited: Robust classification with rejection PH Zadeh, R Hosseini, S Sra arXiv preprint arXiv:1812.03190, 2018 | 12 | 2018 |
| Exploiting generalization in the subspaces for faster model-based reinforcement learning M Hashemzadeh, R Hosseini, MN Ahmadabadi IEEE transactions on neural networks and learning systems 30 (6), 1635-1650, 2018 | 9* | 2018 |
| Method and device for image compression M Bethge, R Hosseini US Patent 8,750,603, 2014 | 8 | 2014 |
| Mixest: An estimation toolbox for mixture models R Hosseini, M Mash'al arXiv preprint arXiv:1507.06065, 2015 | 7 | 2015 |
| Inference and Mixture Modeling with the Elliptical Gamma Distribution R Hosseini, S Sra, L Theis, M Bethge Computational Statistics & Data Analysis 101, 29–43, 2016 | 6* | 2016 |
| Method and device for image compression M Bethge, R Hosseini EP Patent 2,131,594, 2009 | 6 | 2009 |
| Spectral stacking: Unbiased shear estimation for weak gravitational lensing R Hosseini, M Bethge Max Planck Institute for Biological Cybernetics, 2009 | 6 | 2009 |
| Hierarchical Models of Natural Images R Hosseini, M Bethge Frontiers in Computational Neuroscience, 2009 | 6 | 2009 |
Suvrit SraMITVerified email at mit.edu
