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Lots of topics and links throughout. Approximate Bayesian Computation website does a good job of framing what is meant by likelihood free inference. https://ap
by cranmer 10y ago
Lots of topics and links throughout.
Approximate Bayesian Computation website does a good job of framing what is meant by likelihood free inference.
https://approximatebayesiancomputational.wordpress.com/papers-2/ https://approximatebayesiancomputational.wordpress.com/paper...
Here's an alternative technique for likelihood free inference:
https://arxiv.org/abs/1506.02169 https://arxiv.org/abs/1506.02169
and a more recent approach
http://beta.briefideas.org/ideas/5c2f74aedbf3618ca180382e393c7617 http://beta.briefideas.org/ideas/5c2f74aedbf3618ca180382e393...
making machine learning more robust to systematic uncertainties
https://arxiv.org/abs/1611.01046 https://arxiv.org/abs/1611.01046
A tech report summarizing Goodfellow's NIPS tutorial on GANs https://arxiv.org/abs/1701.00160 https://arxiv.org/abs/1701.00160