Johannes Hertrich

6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14)

Conferences

ICLR (3) ICML (2) JMLR (1)

Top co-authors

Fabian Altekrüger (3) Gabriele Steidl (2) Paul Hagemann (2) Matteo Santacesaria (1) Michael Quellmalz (1) Christian Wald (1) Robert Beinert (1) Robert Gruhlke (1) Tim Jahn (1) Jannis Chemseddine (1)

Keywords

manifold learning (1) optimal transport (1) probability distribution (1) maximum mean discrepancy (1) generative model (1) mixture model (1) inverse problem (1) variational autoencoder (1) gradient flow (1) neural network (1) riemannian gradient descent (1)

Papers

Fast Summation of Radial Kernels via QMC Slicing ICLR 2025

Importance Corrected Neural JKO Sampling ICML 2025

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

Generative Sliced MMD Flows with Riesz Kernels ICLR 2024

Manifold Learning by Mixture Models of VAEs for Inverse Problems JMLR 2024

Neural Wasserstein Gradient Flows for Discrepancies with Riesz Kernels ICML 2023