Zimmermann, Heiko

9 publications

ICML 2025 Controlled Generation with Equivariant Variational Flow Matching Floor Eijkelboom, Heiko Zimmermann, Sharvaree Vadgama, Erik J Bekkers, Max Welling, Christian A. Naesseth, Jan-Willem Van De Meent

NeurIPS 2024 VISA: Variational Inference with Sequential Sample-Average Approximations Heiko Zimmermann, Christian A. Naesseth, Jan-Willem van de Meent

TMLR 2023 A Variational Perspective on Generative Flow Networks Heiko Zimmermann, Fredrik Lindsten, Jan-Willem van de Meent, Christian A Naesseth

NeurIPS 2023 Topological Obstructions and How to Avoid Them Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent

NeurIPSW 2022 Understanding Optimization Challenges When Encoding to Geometric Structures Babak Esmaeili, Robin Walters, Heiko Zimmermann, Jan-Willem van de Meent

UAI 2021 Learning Proposals for Probabilistic Programs with Inference Combinators Sam Stites, Heiko Zimmermann, Hao Wu, Eli Sennesh, Jan-Willem Meent

NeurIPS 2021 Nested Variational Inference Heiko Zimmermann, Hao Wu, Babak Esmaeili, Jan-Willem van de Meent

ICML 2020 Amortized Population Gibbs Samplers with Neural Sufficient Statistics Hao Wu, Heiko Zimmermann, Eli Sennesh, Tuan Anh Le, Jan-Willem Van De Meent

AAAI 2018 Bayesian Functional Optimization Ngo Anh Vien, Heiko Zimmermann, Marc Toussaint