Reshad Hosseini
Reshad Hosseini
Assistant Professor, Machine Learning and Robotics Group, University of Tehran
Verified email at tuebingen.mpg.de - Homepage
Title
Cited by
Cited by
Year
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
2162010
Geometric Mean Metric Learning
PH Zadeh, R Hosseini, S Sra
International Conference on Machine Learning, 2016
1072016
Conic geometric optimization on the manifold of positive definite matrices
S Sra, R Hosseini
SIAM Journal on Optimization 25 (1), 713-739, 2015
822015
Matrix manifold optimization for Gaussian mixtures
R Hosseini, S Sra
Advances in Neural Information Processing Systems 28, 910-918, 2015
522015
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
392011
Improved Bayesian information criterion for mixture model selection
A Mehrjou, R Hosseini, BN Araabi
Pattern Recognition Letters 69, 22-27, 2016
352016
Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations
L Theis, R Hosseini, M Bethge
PloS ONE 7 (7), 2012
352012
Wavelet based fingerprint image enhancement
S Hatami, R Hosseini, M Kamarei, H Ahmadi
2005 IEEE International Symposium on Circuits and Systems, 4610-4613, 2005
262005
Geometric optimisation on positive definite matrices for elliptically contoured distributions
S Sra, R Hosseini
Advances in Neural Information Processing Systems 26, 2562-2570, 2013
252013
An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization
R Hosseini, S Sra
Mathematical Programming 181 (1), 187-223, 2020
222020
Lower bounds on the redundancy of natural images
R Hosseini, F Sinz, M Bethge
Vision research 50 (22), 2213-2222, 2010
172010
Geometric Optimization in Machine Learning
S Sra, R Hosseini
Algorithmic Advances in Riemannian Geometry and Applications, 73-91, 2016
152016
Deep-rbf networks revisited: Robust classification with rejection
PH Zadeh, R Hosseini, S Sra
arXiv preprint arXiv:1812.03190, 2018
142018
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
10*2018
Method and device for image compression
M Bethge, R Hosseini
US Patent 8,750,603, 2014
92014
Mixest: An estimation toolbox for mixture models
R Hosseini, M Mash'al
arXiv preprint arXiv:1507.06065, 2015
72015
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
62009
Spectral stacking: Unbiased shear estimation for weak gravitational lensing
R Hosseini, M Bethge
Max Planck Institute for Biological Cybernetics, 2009
62009
Hierarchical Models of Natural Images
R Hosseini, M Bethge
Frontiers in Computational Neuroscience, 2009
62009
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