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Posted on April 11, 2020 at 11:00am 0 Comments 0 Likes
Bayesian Machine Learning (part-8)
Mean Field Approximation
Have you ever asked a question, why do we need to calculate the exact Posterior distribution ?
To understand the answer the above question, let us go to -
Back…
ContinuePosted on October 11, 2019 at 5:17am 0 Comments 2 Likes
Bayesian Machine Learning (part -7)
Expectation-Maximization : A solved Example
I have covered the theoretical part of EM algorithm in my previous posts. For reference below are the links:…
ContinuePosted on September 25, 2019 at 9:30am 0 Comments 1 Like
Bayesian Machine Learning (part -6)
Probabilistic Clustering – Gaussian Mixture Model
Continuing our discussion on probabilistically clustering of our data, where we left out discussion on part 4 of our Bayesian inference series. As we have seen the modelling theory of…
ContinuePosted on September 7, 2019 at 11:42pm 0 Comments 1 Like
Bayesian Machine Learning (part -5)
Introduction: Expectation-Maximization
In this blog we are going to see how Expectation-maximization algorithm works very closely. This blog is in strict continuation of the previous blog. Previously we saw how…
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