Repeatability is not recovery: Quantifying algorithmic stability and topic recovery in Latent Dirichlet Allocation

Saranzaya Magsarjav, Melissa Humphries, Jonathan Tuke +1

Topic models are often judged by the consistency of their outputs across repeated runs, implicitly assuming that repeatable topic output is a successful recovery of the underlying…