Emanuel Sommer

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) ❓ The Questioner

Conferences

AISTATS (1) ICLR (1) ICML (1)

Top co-authors

David Rügamer (3) Lisa Wimmer (1) Jakob Robnik (1) Bernd Bischl (1) Daniel Dold (1) Oliver Dürr (1) Ludwig Bothmann (1) Nicolai Palm (1) Uros Seljak (1) Giorgi Nozadze (1)

Classification in progress for this author's papers.

Papers

Paths and Ambient Spaces in Neural Loss Landscapes AISTATS 2025

Microcanonical Langevin Ensembles: Advancing the Sampling of Bayesian Neural Networks ICLR 2025

Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks? ICML 2024