Heiko Zimmermann

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 19

Top Topics

Gaussian Process

Variational Inference

Fluorescence Microscopy

Sufficient Statistics

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Heiko Zimmermann, Christian A. Naesseth, Jan-Willem van de Meent
VISA: Variational Inference with Sequential Sample-Average Approximations. CoRR (2024)
Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent
Topological Obstructions and How to Avoid Them. NeurIPS (2023)
Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent
Topological Obstructions and How to Avoid Them. CoRR (2023)
Heiko Zimmermann, Fredrik Lindsten, Jan-Willem van de Meent, Christian A. Naesseth
A Variational Perspective on Generative Flow Networks. Trans. Mach. Learn. Res. 2023 (2023)
Niklas Smedemark-Margulies, Robin Walters, Heiko Zimmermann, Lucas Laird, Christian van der Loo, Neela Kaushik, Rajmonda Caceres, Jan-Willem van de Meent
Probabilistic program inference in network-based epidemiological simulations. PLoS Comput. Biol. 18 (11) (2022)
Heiko Zimmermann, Fredrik Lindsten, Jan-Willem van de Meent, Christian A. Naesseth
A Variational Perspective on Generative Flow Networks. CoRR (2022)
Sam Stites, Heiko Zimmermann, Hao Wu, Eli Sennesh, Jan-Willem van de Meent
Learning proposals for probabilistic programs with inference combinators. UAI (2021)
Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent
Nested Variational Inference. CoRR (2021)
Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent
Nested Variational Inference. NeurIPS (2021)
Sam Stites, Heiko Zimmermann, Hao Wu, Eli Sennesh, Jan-Willem van de Meent
Learning Proposals for Probabilistic Programs with Inference Combinators. CoRR (2021)
Isabell Wochner, Danny Drieß, Heiko Zimmermann, Daniel F. B. Haeufle, Marc Toussaint, Syn Schmitt
Optimality Principles in Human Point-to-Manifold Reaching Accounting for Muscle Dynamics. Frontiers Comput. Neurosci. 14 (2020)
Simon Memmel, Dmitri Sisario, Heiko Zimmermann, Markus Sauer, Vladimir L. Sukhorukov, Cholpon S. Djuzenova, Michael Flentje
FocAn: automated 3D analysis of DNA repair foci in image stacks acquired by confocal fluorescence microscopy. BMC Bioinform. 21 (1) (2020)
Hao Wu, Heiko Zimmermann, Eli Sennesh, Tuan Anh Le, Jan-Willem van de Meent
Amortized Population Gibbs Samplers with Neural Sufficient Statistics. ICML (2020)
Raffaella Vaccaroli, Frédéric Markus, Samuel Danhardt, Heiko Zimmermann, François Wisniewski, Pascale Lucas, Hervé Barge
Grand Duchy of Luxembourg: a case study of a national master patient index in production since five years. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Hao Wu, Heiko Zimmermann, Eli Sennesh, Tuan Anh Le, Jan-Willem van de Meent
Amortized Population Gibbs Samplers with Neural Sufficient Statistics. CoRR (2019)
Danny Drieß, Heiko Zimmermann, Simon Wolfen, Dan Suissa, Daniel F. B. Haeufle, Daniel Hennes, Marc Toussaint, Syn Schmitt
Learning to Control Redundant Musculoskeletal Systems with Neural Networks and SQP: Exploiting Muscle Properties. ICRA (2018)
Ngo Anh Vien, Heiko Zimmermann, Marc Toussaint
Bayesian Functional Optimization. AAAI (2018)
Carlos González-Sánchez, Juan C. Fraile, Javier Pérez Turiel, Ellen Damm, Jochen G. Schneider, Heiko Zimmermann, Daniel Schmitt, Frank R. Ihmig
Capacitive Sensing for Non-Invasive Breathing and Heart Monitoring in Non-Restrained, Non-Sedated Laboratory Mice. Sensors 16 (7) (2016)
Heiko Zimmermann
Kollaboratives Schreiben gestern, heute und morgen: Nutzen und Grenzen eines Visualisierungs- und Analysemodels aus der digitalen Literaturforschung. DHd (2016)
Frank R. Ihmig, Haiko Wick, Karim Hichri, Heiko Zimmermann
RFID for anonymous biological samples and pseudonyms. RFID-TA (2011)
Christopher H. P. Durst, Frank R. Ihmig, Heiko Zimmermann, Matthias Biel, Martin Daffertshofer
XML based Process Management in Cryo-Biotechnology: The ChameleonLab. XML4BPM@BTW (2005)