Probabilistic Lda, Gmm, Generative Model, Getting Started.
by author. PLDA models the class center v and examples u1,u2 in latent space where variables are independent. Examples x1,x2 in the original feature space is related to its latent representation u via an invertible transformation A If interested, you can refer to the derivation below: Applications