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Journal Articles
- 2022
[j1]Benjamin Kurt Miller
, Alex Cole, Christoph Weniger, Francesco Nattino, Ou Ku, Meiert W. Grootes:
swyft: Truncated Marginal Neural Ratio Estimation in Python. J. Open Source Softw. 7(75): 4205 (2022)
Conference and Workshop Papers
- 2024
- [c4]Benjamin Kurt Miller, Ricky T. Q. Chen, Anuroop Sriram, Brandon M. Wood:
FlowMM: Generating Materials with Riemannian Flow Matching. ICML 2024 - 2022
- [c3]Wujie Wang, Minkai Xu, Chen Cai, Benjamin Kurt Miller, Tess E. Smidt, Yusu Wang, Jian Tang, Rafael Gómez-Bombarelli:
Generative Coarse-Graining of Molecular Conformations. ICML 2022: 23213-23236 - [c2]Benjamin Kurt Miller, Christoph Weniger, Patrick Forré:
Contrastive Neural Ratio Estimation. NeurIPS 2022 - 2021
- [c1]Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger:
Truncated Marginal Neural Ratio Estimation. NeurIPS 2021: 129-143
Informal and Other Publications
- 2024
- [i11]Benjamin Kurt Miller, Ricky T. Q. Chen, Anuroop Sriram, Brandon M. Wood:
FlowMM: Generating Materials with Riemannian Flow Matching. CoRR abs/2406.04713 (2024) - 2023
- [i10]Arnaud Delaunoy, Benjamin Kurt Miller, Patrick Forré, Christoph Weniger, Gilles Louppe:
Balancing Simulation-based Inference for Conservative Posteriors. CoRR abs/2304.10978 (2023) - [i9]Benjamin Kurt Miller, Marco Federici, Christoph Weniger, Patrick Forré:
Simulation-based Inference with the Generalized Kullback-Leibler Divergence. CoRR abs/2310.01808 (2023) - 2022
- [i8]Wujie Wang, Minkai Xu, Chen Cai, Benjamin Kurt Miller, Tess E. Smidt, Yusu Wang, Jian Tang, Rafael Gómez-Bombarelli:
Generative Coarse-Graining of Molecular Conformations. CoRR abs/2201.12176 (2022) - [i7]Benjamin Kurt Miller, Christoph Weniger, Patrick Forré:
Contrastive Neural Ratio Estimation. CoRR abs/2210.06170 (2022) - 2021
- [i6]Benjamin Kurt Miller, Alex Cole, Patrick Forré, Gilles Louppe, Christoph Weniger:
Truncated Marginal Neural Ratio Estimation. CoRR abs/2107.01214 (2021) - [i5]Alex Cole, Benjamin Kurt Miller, Samuel J. Witte, Maxwell X. Cai, Meiert W. Grootes, Francesco Nattino, Christoph Weniger:
Fast and Credible Likelihood-Free Cosmology with Truncated Marginal Neural Ratio Estimation. CoRR abs/2111.08030 (2021) - [i4]Christoph J. Hönes, Benjamin Kurt Miller, Ana M. Heras, Bernard H. Foing:
Automatically detecting anomalous exoplanet transits. CoRR abs/2111.08679 (2021) - 2020
- [i3]Tess E. Smidt, Mario Geiger, Benjamin Kurt Miller:
Finding Symmetry Breaking Order Parameters with Euclidean Neural Networks. CoRR abs/2007.02005 (2020) - [i2]Benjamin Kurt Miller, Mario Geiger, Tess E. Smidt, Frank Noé:
Relevance of Rotationally Equivariant Convolutions for Predicting Molecular Properties. CoRR abs/2008.08461 (2020) - [i1]Benjamin Kurt Miller, Alex Cole, Gilles Louppe, Christoph Weniger:
Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time. CoRR abs/2011.13951 (2020)
Coauthor Index
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