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F. Obermeyer · SciRah

Researcher profile · Semantic Scholar

F. Obermeyer

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F. Obermeyer — researcher profile on SciRah

h-index: 11
Works: 22
Citations: 2,617

Most-cited papers

Pyro: Deep Universal Probabilistic Programming
Eli Bingham, Jonathan P. Chen, M. Jankowiak, F. Obermeyer +6 more
2018Journal of machine learning research1,378 citations
Semantic Scholar
Illuminating protein space with a programmable generative model
John Ingraham, Max Baranov, Zak Costello, Karl W. Barber +22 more
2022bioRxiv669 citations Open access
Semantic Scholar
Analysis of 6.4 million SARS-CoV-2 genomes identifies mutations associated with fitness
F. Obermeyer, M. Jankowiak, Nikolaos Barkas, S. Schaffner +9 more
2022Science209 citations Open access
Semantic Scholar
Pathwise Derivatives Beyond the Reparameterization Trick
M. Jankowiak, F. Obermeyer
2018International Conference on Machine Learning128 citations
Semantic Scholar
Analysis of 6.4 million SARS-CoV-2 genomes identifies mutations associated with fitness
F. Obermeyer, M. Jankowiak, Nikolaos Barkas, Stephen F. Schaffner +9 more
2021medRxiv120 citations Open access
Semantic Scholar
Tensor Variable Elimination for Plated Factor Graphs
F. Obermeyer, Eli Bingham, M. Jankowiak, Justin T Chiu +3 more
2019International Conference on Machine Learning31 citations
Semantic Scholar
Functional Tensors for Probabilistic Programming
F. Obermeyer, Eli Bingham, M. Jankowiak, Du Phan +1 more
2019arXiv.org20 citations
Semantic Scholar
Batch maximum likelihood (ML) and maximum a posteriori (MAP) estimation with process noise for tracking applications
A. Poore, B. J. Slocumb, Brian J. Suchomel, F. Obermeyer +2 more
2003SPIE Optics + Photonics20 citations
Semantic Scholar
Inferring selection effects in SARS-CoV-2 with Bayesian Viral Allele Selection
M. Jankowiak, F. Obermeyer, J. Lemieux
2022bioRxiv12 citations Open access
Semantic Scholar
MCMC, Particle Filtering, and Programmable Hierarchical Modeling [R package nimble version 0.10.1]
P. de Valpine, C. Paciorek, Daniel B. Turek, Nick Michaud +6 more
202012 citations
Semantic Scholar
Scaling Nonparametric Bayesian Inference via Subsample-Annealing
F. Obermeyer, Jonathan Glidden, Eric M. Jonas
2014International Conference on Artificial Intelligence and Statistics12 citations
Semantic Scholar
International Conference on Information Fusion ( FUSION ) Short-term Ambiguity Assessment to Augment Tracking Data Association Information
S. Gadaleta, S. Herman, S. Miller, F. Obermeyer +1 more
20069 citations
Semantic Scholar
A Bayesian network tracking database
F. Obermeyer, A. Poore
2004SPIE Defense + Commercial Sensing7 citations
Semantic Scholar
Automated equational reasoning in nondeterministic lambda-calculi modulo theories H *
F. Obermeyer
20093 citations
Semantic Scholar
Efficient Inference Amortization in Graphical Models using Structured Continuous Conditional Normalizing Flows
F. Obermeyer, Theofanis Karaletsos, Paul Horsfall, Noah D. Goodman
20191 citations
Semantic Scholar
Supplement: Inferring selection effects in SARS-CoV-2 with Bayesian Viral Allele Selection
M. Jankowiak, F. Obermeyer, Jacob E. Lemieux
20220 citations
Semantic Scholar
Joint Triangulation and Mapping via Differentiable Sensor Fusion
Jonathan P. Chen, F. Obermeyer
20190 citations
Semantic Scholar
Rapid Model Comparison by Amortizing Across Models
Eli Bingham, Jonathan P. Chen, M. Jankowiak, F. Obermeyer +3 more
20190 citations
Semantic Scholar
Joint Mapping and Calibration via Differentiable Sensor Fusion
Jonathan P. Chen, F. Obermeyer, V. Lyapunov, Lionel Gueguen +1 more
2018arXiv.org0 citations
Semantic Scholar
Posterior/Treecat 0.1.10
F. Obermeyer
20170 citations
Semantic Scholar
The construction of a high geosynthetic reinforced soil structure
N. Meyer, F. Obermeyer
20030 citations
Semantic Scholar
AutoJudger : An Adaptive Evaluation Framework for Efficient Benchmarking of MLLMs
Xuanwen Ding, Chengjun Pan, Zejun Li, Ji-Wen Zhang +117 more
0 citations
Semantic Scholar

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