Marcel Nonnenmacher
3 papers · 2017–2019 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
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Keywords
likelihood-free inference
(2)
bayesian inference
(2)
parameter inference
(1)
neural population
(1)
approximate bayesian computation
(1)
dynamical system
(1)
normalizing flow
(1)
simulation-based inference
(1)
flow-based model
(1)
conditional density estimator
(1)
neural posterior estimation
(1)
neural network
(1)
biophysical model
(1)
dimensionality reduction
(1)
correlation prediction
(1)
subspace identification
(1)
Papers
Automatic Posterior Transformation for Likelihood-Free Inference
ICML 2019
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations
NeurIPS 2017
Flexible statistical inference for mechanistic models of neural dynamics
NeurIPS 2017