Exponential Convergence of CAVI for Bayesian PCA

Arghya Datta, Philippe Gagnon, Florian Maire

Probabilistic principal component analysis (PCA) and its Bayesian variant (BPCA) are widely used for dimension reduction in machine learning and statistics. The main advantage of p…