Computing Web-scale Topic Models using an Asynchronous Parameter Server

Rolf Jagerman, Carsten Eickhoff, Maarten de Rijke

Topic models such as Latent Dirichlet Allocation (LDA) have been widely used in information retrieval for tasks ranging from smoothing and feedback methods to tools for exploratory…