10 citations · 10 across the 2 of their papers we have counts for
3 papers
On the Relation of State Space Models and Hidden Markov Models
Aydin Ghojogh, M. Hadi Sepanj, Benyamin Ghojogh
State Space Models (SSMs) and Hidden Markov Models (HMMs) are foundational frameworks for modeling sequential data with latent variables and are widely used in signal processing, c…
Sampling Algorithms, from Survey Sampling to Monte Carlo Methods: Tutorial and Literature Review
Benyamin Ghojogh, Hadi Nekoei, Aydin Ghojogh +2
This paper is a tutorial and literature review on sampling algorithms. We have two main types of sampling in statistics. The first type is survey sampling which draws samples from…
Fitting A Mixture Distribution to Data: Tutorial
Benyamin Ghojogh, Aydin Ghojogh, Mark Crowley +1
This paper is a step-by-step tutorial for fitting a mixture distribution to data. It merely assumes the reader has the background of calculus and linear algebra. Other required bac…