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Reinforcement Learning with Subspaces using Free Energy Paradigm


Dec 13, 2020
Milad Ghorbani, Reshad Hosseini, Seyed Pooya Shariatpanahi, Majid Nili Ahmadabadi

* 12 pages, preprint 

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Contour Integration using Graph-Cut and Non-Classical Receptive Field


Oct 27, 2020
Seyedeh-Zahra Mousavi Kouzehkanan, Reshad Hosseini, Babak Nadjar Araabi


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FRMDN: Flow-based Recurrent Mixture Density Network


Aug 05, 2020
Seyedeh Fatemeh Razavi, Reshad Hosseini


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Active Transfer Learning for Persian Offline Signature Verification


Feb 28, 2019
Taraneh Younesian, Saeed Masoudnia, Reshad Hosseini, Babak N. Araabi


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Deep-RBF Networks Revisited: Robust Classification with Rejection


Dec 07, 2018
Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra


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A Recursive Least Square Method for 3D Pose Graph Optimization Problem


Jun 01, 2018
S. M. Nasiri, Reshad Hosseini, Hadi Moradi


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Exploiting generalization in the subspaces for faster model-based learning


Oct 25, 2017
Maryam Hashemzadeh, Reshad Hosseini, Majid Nili Ahmadabadi


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An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization


Jun 10, 2017
Reshad Hosseini, Suvrit Sra

* 21 pages, 6 figures 

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Geometric Mean Metric Learning


Jul 18, 2016
Pourya Habib Zadeh, Reshad Hosseini, Suvrit Sra

* 7 pages, 4 figures 

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Inference and Mixture Modeling with the Elliptical Gamma Distribution


Dec 20, 2015
Reshad Hosseini, Suvrit Sra, Lucas Theis, Matthias Bethge

* Computational Statistics & Data Analysis 2016, Vol. 101, 29-43 
* 23 pages, 11 figures 

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MixEst: An Estimation Toolbox for Mixture Models


Jul 22, 2015
Reshad Hosseini, Mohamadreza Mash'al

* 5 pages 

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Manifold Optimization for Gaussian Mixture Models


Jun 25, 2015
Reshad Hosseini, Suvrit Sra

* 19 pages 

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Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations


Sep 20, 2011
Lucas Theis, Reshad Hosseini, Matthias Bethge


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