Jannis Chemseddine

3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) JMLR (1)

Top co-authors

Gabriele Steidl (3) Paul Hagemann (2) Christian Wald (2) Richard Duong (1) Johannes Hertrich (1) Robert Beinert (1) Fabian Altekrüger (1)

Keywords

wasserstein distance (1) bayesian inference (1) optimal transport (1) flow matching (1) posterior approximation (1) inverse problem (1)

Papers

Neural Sampling from Boltzmann Densities: Fisher-Rao Curves in the Wasserstein Geometry ICLR 2025

Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching JMLR 2025

Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance Kernel ICLR 2024