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Introduction to Dirichlet Distribution 09-10-2019 09-10-2019 blog 19 minutes read (About 2913 words)Mathematical Foundations to Dirichlet Distribution Statistics, Probability Read more
Introduction to Exponential Family 06-14-2019 06-14-2019 blog 18 minutes read (About 2639 words)Setting Up Foundations to Variational Inference Statistics, Probability Read more
Understand Proportional Symbol in Probability and Statistics 06-13-2019 05-18-2021 blog 3 minutes read (About 466 words)Some Math Conventions in Probability and Statistics Statistics, Probability Read more
Maximum Likelihood Estimation of N-Gram Model Parameters 06-09-2018 06-09-2018 blog 8 minutes read (About 1220 words)Mathematical Proof of the Maximum Likelihood Estimation of N-Gram Model Parameters Natural Language Processing, Probability Read more
Multivariate Gaussian and Covariance Matrix 03-30-2018 03-30-2018 blog 7 minutes read (About 1057 words)Fill Up Some Probability Holes Probability, Linear Algebra Read more
Pseudolikelihood in Graphical Models 02-16-2018 02-16-2018 blog 4 minutes read (About 665 words)Understand How Pseudolikelihood Works in Graphical Models Probability, Graphical Models Read more