Johannes Hertrich
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
maximum mean discrepancy
(3)
gradient flow
(3)
inverse problem
(2)
generative model
(2)
neural network
(2)
probability distribution
(1)
mixture model
(1)
multimodal distribution
(1)
variational autoencoder
(1)
random fourier feature
(1)
wasserstein gradient flow
(1)
importance weight
(1)
continuous normalizing flow
(1)
quasi-monte carlo
(1)
generative modelling
(1)
kernel methods
(1)
riemannian gradient descent
(1)
riesz kernel
(1)
spherical quadrature
(1)
kernel sum
(1)
Papers
Fast Summation of Radial Kernels via QMC Slicing
ICLR 2025
Importance Corrected Neural JKO Sampling
ICML 2025
Generative Sliced MMD Flows with Riesz Kernels
ICLR 2024
Manifold Learning by Mixture Models of VAEs for Inverse Problems
JMLR 2024
Posterior Sampling Based on Gradient Flows of the MMD with Negative Distance Kernel
ICLR 2024
Neural Wasserstein Gradient Flows for Discrepancies with Riesz Kernels
ICML 2023