Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? - Emanuel Sommer; Lisa Wimmer; Theodore Papamarkou; Ludwig Bothmann; Bernd Bischl; David Rügamer (ICML, 2024)

Paths and Ambient Spaces in Neural Loss Landscapes. - Daniel Dold; Julius Kobialka; Nicolai Palm; Emanuel Sommer; David Rügamer; Oliver Dürr (AISTATS, 2025)

Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks. - Emanuel Sommer; Jakob Robnik; Giorgi Nozadze; Uros Seljak; David Rügamer (ICLR, 2025)