Accelerated Training of Large-Scale Gaussian Mixtures by a Merger of Sublinear Approaches. - Florian Hirschberger; Dennis Forster; Jörg Lücke (CoRR, 2018)

Maximal Causes for Exponential Family Observables. - S. Hamid Mousavi; Jakob Drefs; Florian Hirschberger; Jörg Lücke (CoRR, 2020)

A Variational EM Acceleration for Efficient Clustering at Very Large Scales. - Florian Hirschberger; Dennis Forster; Jörg Lücke (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Generic Unsupervised Optimization for a Latent Variable Model With Exponential Family Observables. - S. Hamid Mousavi; Jakob Drefs; Florian Hirschberger; Jörg Lücke (J. Mach. Learn. Res., 2023)

Sublinear Variational Optimization of Gaussian Mixture Models with Millions to Billions of Parameters. - Sebastian Salwig; Till Kahlke; Florian Hirschberger; Dennis Forster; Jörg Lücke (CoRR, 2025)