Mohammed SuhailUnderstanding Metropolis Hasting AlgorithmIn a previous post, we looked into how importance sampling works. In a sentence, importance sampling finds an estimate of the expectation…3 min read·Mar 8, 2020----
Mohammed SuhailUnderstanding Variational InferenceWhat is Variational Inference?3 min read·Oct 22, 2019----
Mohammed SuhailMixture-Kernel Graph Attention Networks for Situation RecognitionThis a blog post corresponding our latest work on the use of Graph Neural Networks for Situation Recognition.5 min read·Sep 13, 2019----
Mohammed SuhailImportance SamplingIn the previous post, we looked into rejection and sampling and how it can be used to sample from a distribution when inverse sampling is…3 min read·Aug 26, 2019----
Mohammed SuhailRejection SamplingIn the previous post, we discussed how to sample from a gaussian distribution using the box-muller method. In this post, we will explore…3 min read·Aug 18, 2019----
Mohammed SuhailSampling From a Gaussian (Box-Muller method)Consider the scenario of sampling from a standard normal distribution. Using the inverse sampling method involves computing the CDF of the…3 min read·Aug 11, 2019----
Mohammed SuhailAn introduction to sampling from distributionsThis is the first blog post corresponding to a series of lectures on Generative models I intend to post on youtube. The lectures will be…2 min read·Aug 3, 2019----