Heiko Zimmermann

According to our database, Heiko Zimmermann authored at least 16 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

VISA: Variational Inference with Sequential Sample-Average Approximations.

Heiko Zimmermann, Christian A. Naesseth, Jan-Willem van de Meent

CoRR, 2024

2023

A Variational Perspective on Generative Flow Networks.

Heiko Zimmermann, Fredrik Lindsten, Jan-Willem van de Meent, Christian A. Naesseth

Trans. Mach. Learn. Res., 2023

Topological Obstructions and How to Avoid Them.

Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Probabilistic program inference in network-based epidemiological simulations.

Niklas Smedemark-Margulies, Robin Walters, Heiko Zimmermann, Lucas Laird, Christian van der Loo, Neela Kaushik, Rajmonda Caceres, Jan-Willem van de Meent

PLoS Comput. Biol., November, 2022

2021

Learning proposals for probabilistic programs with inference combinators.

Sam Stites, Heiko Zimmermann, Hao Wu, Eli Sennesh, Jan-Willem van de Meent

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Nested Variational Inference.

Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Grand Duchy of Luxembourg: a case study of a national master patient index in production since five years.

Raffaella Vaccaroli, Frédéric Markus, Samuel Danhardt, Heiko Zimmermann, François Wisniewski, Pascale Lucas, Hervé Barge

BMC Medical Informatics Decis. Mak., 2020

Optimality Principles in Human Point-to-Manifold Reaching Accounting for Muscle Dynamics.

Isabell Wochner, Danny Drieß, Heiko Zimmermann, Daniel F. B. Haeufle, Marc Toussaint, Syn Schmitt

Frontiers Comput. Neurosci., 2020

FocAn: automated 3D analysis of DNA repair foci in image stacks acquired by confocal fluorescence microscopy.

Simon Memmel, Dmitri Sisario, Heiko Zimmermann, Markus Sauer, Vladimir L. Sukhorukov, Cholpon S. Djuzenova, Michael Flentje

BMC Bioinform., 2020

Amortized Population Gibbs Samplers with Neural Sufficient Statistics.

Hao Wu, Heiko Zimmermann, Eli Sennesh, Tuan Anh Le, Jan-Willem van de Meent

Proceedings of the 37th International Conference on Machine Learning, 2020

2018

Learning to Control Redundant Musculoskeletal Systems with Neural Networks and SQP: Exploiting Muscle Properties.

Danny Drieß, Heiko Zimmermann, Simon Wolfen, Dan Suissa, Daniel F. B. Haeufle, Daniel Hennes, Marc Toussaint, Syn Schmitt

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Bayesian Functional Optimization.

Ngo Anh Vien, Heiko Zimmermann, Marc Toussaint

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016

Capacitive Sensing for Non-Invasive Breathing and Heart Monitoring in Non-Restrained, Non-Sedated Laboratory Mice.

Carlos González-Sánchez, Juan C. Fraile, Javier Pérez Turiel, Ellen Damm, Jochen G. Schneider, Heiko Zimmermann, Daniel Schmitt, Frank R. Ihmig

Sensors, 2016

Kollaboratives Schreiben gestern, heute und morgen: Nutzen und Grenzen eines Visualisierungs- und Analysemodels aus der digitalen Literaturforschung.

Heiko Zimmermann

Proceedings of the 3. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2016

2011

RFID for anonymous biological samples and pseudonyms.

Frank R. Ihmig, Haiko Wick, Karim Hichri, Heiko Zimmermann

Proceedings of the 2011 IEEE International Conference on RFID-Technologies and Applications, 2011

2005

XML based Process Management in Cryo-Biotechnology: The ChameleonLab.

Christopher H. P. Durst, Frank R. Ihmig, Heiko Zimmermann, Matthias Biel, Martin Daffertshofer

Proceedings of the Second GI-Workshop XML4BPM, 2005