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Michael Deistler
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2020 – today
- 2024
- [j2]Mila Gorecki, Jakob H. Macke, Michael Deistler:
Amortized Bayesian Decision Making for simulation-based models. Trans. Mach. Learn. Res. 2024 (2024) - [c9]Jonas Beck, Nathanael Bosch, Michael Deistler, Kyra L. Kadhim, Jakob H. Macke, Philipp Hennig, Philipp Berens:
Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations. ICML 2024 - [c8]Manuel Glöckler, Michael Deistler, Christian Dietrich Weilbach, Frank Wood, Jakob H. Macke:
All-in-one simulation-based inference. ICML 2024 - [i12]Jonas Beck, Nathanael Bosch, Michael Deistler, Kyra L. Kadhim, Jakob H. Macke, Philipp Hennig, Philipp Berens:
Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations. CoRR abs/2402.12231 (2024) - [i11]Sebastian Bischoff, Alana Darcher, Michael Deistler, Richard Gao, Franziska Gerken, Manuel Glöckler, Lisa Haxel, Jaivardhan Kapoor, Janne K. Lappalainen, Jakob H. Macke, Guy Moss, Matthijs Pals, Felix Pei, Rachel Rapp, A Erdem Sagtekin, Cornelius Schröder, Auguste Schulz, Zinovia Stefanidi, Shoji Toyota, Linda Ulmer, Julius Vetter:
A Practical Guide to Statistical Distances for Evaluating Generative Models in Science. CoRR abs/2403.12636 (2024) - [i10]Manuel Glöckler, Michael Deistler, Christian Weilbach, Frank Wood, Jakob H. Macke:
All-in-one simulation-based inference. CoRR abs/2404.09636 (2024) - 2023
- [c7]Manuel Glöckler, Michael Deistler, Jakob H. Macke:
Adversarial robustness of amortized Bayesian inference. ICML 2023: 11493-11524 - [c6]Richard Gao, Michael Deistler, Jakob H. Macke:
Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation. NeurIPS 2023 - [i9]Manuel Glöckler, Michael Deistler, Jakob H. Macke:
Adversarial robustness of amortized Bayesian inference. CoRR abs/2305.14984 (2023) - [i8]Richard Gao, Michael Deistler, Jakob H. Macke:
Generalized Bayesian Inference for Scientific Simulators via Amortized Cost Estimation. CoRR abs/2305.15208 (2023) - [i7]Mila Gorecki, Jakob H. Macke, Michael Deistler:
Amortized Bayesian Decision Making for simulation-based models. CoRR abs/2312.02674 (2023) - 2022
- [c5]Maximilian Dax, Stephen R. Green, Jonathan Gair, Michael Deistler, Bernhard Schölkopf, Jakob H. Macke:
Group equivariant neural posterior estimation. ICLR 2022 - [c4]Manuel Glöckler, Michael Deistler, Jakob H. Macke:
Variational methods for simulation-based inference. ICLR 2022 - [c3]Jonas Beck, Michael Deistler, Yves Bernaerts, Jakob H. Macke, Philipp Berens:
Efficient identification of informative features in simulation-based inference. NeurIPS 2022 - [c2]Michael Deistler, Pedro J. Gonçalves, Jakob H. Macke:
Truncated proposals for scalable and hassle-free simulation-based inference. NeurIPS 2022 - [i6]Manuel Glöckler, Michael Deistler, Jakob H. Macke:
Variational methods for simulation-based inference. CoRR abs/2203.04176 (2022) - [i5]Michael Deistler, Pedro J. Gonçalves, Jakob H. Macke:
Truncated proposals for scalable and hassle-free simulation-based inference. CoRR abs/2210.04815 (2022) - [i4]Jonas Beck, Michael Deistler, Yves Bernaerts, Jakob H. Macke, Philipp Berens:
Efficient identification of informative features in simulation-based inference. CoRR abs/2210.11915 (2022) - 2021
- [i3]Maximilian Dax, Stephen R. Green, Jonathan Gair, Michael Deistler, Bernhard Schölkopf, Jakob H. Macke:
Group equivariant neural posterior estimation. CoRR abs/2111.13139 (2021) - 2020
- [j1]Álvaro Tejero-Cantero
, Jan Boelts
, Michael Deistler
, Jan-Matthis Lueckmann
, Conor Durkan
, Pedro J. Gonçalves
, David S. Greenberg
, Jakob H. Macke
:
sbi: A toolkit for simulation-based inference. J. Open Source Softw. 5(52): 2505 (2020) - [i2]Álvaro Tejero-Cantero, Jan Boelts, Michael Deistler, Jan-Matthis Lueckmann, Conor Durkan, Pedro J. Gonçalves, David S. Greenberg, Jakob H. Macke:
SBI - A toolkit for simulation-based inference. CoRR abs/2007.09114 (2020)
2010 – 2019
- 2019
- [c1]Michael Deistler, Yagmur Yener, Florian Bergner, Pablo Lanillos
, Gordon Cheng:
Tactile Hallucinations on Artificial Skin Induced by Homeostasis in a Deep Boltzmann Machine. CBS 2019: 48-53 - [i1]Michael Deistler, Yagmur Yener, Florian Bergner, Pablo Lanillos
, Gordon Cheng:
Tactile Hallucinations on Artificial Skin Induced by Homeostasis in a Deep Boltzmann Machine. CoRR abs/1906.10592 (2019)
Coauthor Index
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last updated on 2024-09-04 00:30 CEST by the dblp team
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