Search Results for author: Mohammad Pasande

Found 2 papers, 1 papers with code

Discovering Dynamic Effective Connectome of Brain with Bayesian Dynamic DAG Learning

no code implementations7 Sep 2023 Abdolmahdi Bagheri, Mohammad Pasande, Kevin Bello, Babak Nadjar Araabi, Alireza Akhondi-Asl

However, learning DEC through these methods still faces two main challenges: one with the fundamental impotence of high-dimensional dynamic DAG discovery methods and the other with the low quality of fMRI data.

Causal Discovery

Stochastic First-Order Learning for Large-Scale Flexibly Tied Gaussian Mixture Model

1 code implementation11 Dec 2022 Mohammad Pasande, Reshad Hosseini, Babak Nadjar Araabi

Gaussian Mixture Models (GMMs) are one of the most potent parametric density models used extensively in many applications.

Stochastic Optimization

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