Reshad Hosseini

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	All	Since 2018
Citations	1275	882
h-index	18	16
i10-index	24	21

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Suvrit SraMITVerified email at mit.edu
Matthias BethgeTübingen University & Maddox Co-FounderVerified email at bethgelab.org
Hadi MoradiSchool of ECE, University of TehranVerified email at ut.ac.ir
Babak N AraabiProfessor of ECE, University of TehranVerified email at ut.ac.ir
Pourya Habib ZadehGraduate student, MITVerified email at mit.edu
Sm NasiriSchool of Electrical and Computer Eng., University of Tehran, Tehran IranVerified email at ut.ac.ir
Zahra Mousavi Kouzehkananz_mousavi@ut.ac.ir PhD candidateVerified email at ut.ac.ir
Lucas TheisGoogleVerified email at google.com
Sajad TavakoliPhD student at DTU - Technical University of DenmarkVerified email at dtu.dk
Arash MehrjouETH Zürich - Max Planck InstituteVerified email at tuebingen.mpg.de
Mohammad Hossein NasseriPh.D. Student at University of Tehran, School of Electrical and Computer EngineeringVerified email at ut.ac.ir
Majid Nili AhmadabadiProfessor of ECE, University of TehranVerified email at ut.ac.ir
Hadi AsheriPhD Candidate, University of TehranVerified email at ut.ac.ir
Yeganeh MadadiPostdoctoral Scholar, University of Tennessee Health Science Center, USAVerified email at uthsc.edu
Fabian SinzProfessor for Machine Learning, University GöttingenVerified email at cs.uni-goettingen.de
Aida KhozaeiPh.D.Verified email at ut.ac.ir
Safar HatamiPrincipal IC Design, BroadcomVerified email at broadcom.com
S.Fatemeh RazaviUniversity of TehranVerified email at ut.ac.ir
Sajjad Abdi DehsorkhM.SC. of Artificial Intelligence at University of TehranVerified email at ut.ac.ir
Taraneh YounesianPhD student at VU AmsterdamVerified email at vu.nl

Reshad Hosseini

Assistant Professor, Machine Learning and Robotics Group, University of Tehran

Verified email at tuebingen.mpg.de - Homepage

Machine Learning Machine Vision Optimization Computational Neuroscience Wavelet


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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	230	2010
Geometric Mean Metric Learning PH Zadeh, R Hosseini, S Sra International Conference on Machine Learning, 2016	181	2016
Conic geometric optimization on the manifold of positive definite matrices S Sra, R Hosseini SIAM Journal on Optimization 25 (1), 713-739, 2015	143	2015
Matrix manifold optimization for Gaussian mixtures R Hosseini, S Sra Advances in Neural Information Processing Systems 28, 2015	98	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	63	2011
An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization R Hosseini, S Sra Mathematical programming 181 (1), 187-223, 2020	57	2020
Improved Bayesian information criterion for mixture model selection A Mehrjou, R Hosseini, BN Araabi Pattern Recognition Letters 69, 22-27, 2016	53	2016
Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations L Theis, R Hosseini, M Bethge PloS ONE 7 (7), 2012	36	2012
Geometric optimisation on positive definite matrices for elliptically contoured distributions S Sra, R Hosseini Advances in Neural Information Processing Systems 26, 2013	34	2013
New segmentation and feature extraction algorithm for classification of white blood cells in peripheral smear images S Tavakoli, A Ghaffari, ZM Kouzehkanan, R Hosseini Scientific Reports 11 (1), 19428, 2021	33	2021
Wavelet based fingerprint image enhancement S Hatami, R Hosseini, M Kamarei, H Ahmadi 2005 IEEE International Symposium on Circuits and Systems (ISCAS), 4610-4613, 2005	28	2005
Deep-rbf networks revisited: Robust classification with rejection PH Zadeh, R Hosseini, S Sra arXiv preprint arXiv:1812.03190, 2018	27	2018
A large dataset of white blood cells containing cell locations and types, along with segmented nuclei and cytoplasm ZM Kouzehkanan, S Saghari, S Tavakoli, P Rostami, M Abaszadeh, ... Scientific reports 12 (1), 1123, 2022	25*	2022
Lower bounds on the redundancy of natural images R Hosseini, F Sinz, M Bethge Vision research 50 (22), 2213-2222, 2010	21	2010
Deep visual unsupervised domain adaptation for classification tasks: a survey Y Madadi, V Seydi, K Nasrollahi, R Hosseini, TB Moeslund IET Image Processing 14 (14), 3283-3299, 2020	19	2020
Power line detection and tracking using hough transform and particle filter MH Nasseri, H Moradi, SM Nasiri, R Hosseini 2018 6th RSI International Conference on Robotics and Mechatronics (IcRoM …, 2018	19	2018
A new EM algorithm for flexibly tied GMMs with large number of components H Asheri, R Hosseini, BN Araabi Pattern Recognition 114, 107836, 2021	18	2021
Geometric Optimization in Machine Learning S Sra, R Hosseini Algorithmic Advances in Riemannian Geometry and Applications, 73-91, 2016	18	2016
Early screening of autism spectrum disorder using cry features A Khozaei, H Moradi, R Hosseini, H Pouretemad, B Eskandari PloS one 15 (12), e0241690, 2020	16	2020
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	15*	2018

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