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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

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1 result for “DSIVI”
Doubly Semi-Implicit Variational Inferencestat.ML

DSIVI improves variational autoencoders by optimizing a proper lower bound on ELBO.

problem Improving variational autoencoders with implicit priors.
method Introducing DSIVI, a method that optimizes a proper lower bound on ELBO for models with semi-implicit priors and posteriors.
result DSIVI improves the performance of VampPrior, a state-of-the-art prior for variational autoencoders.
variational autoencodersimplicit priorssemi-implicit variational inferenceDSIVIVampPrior
2018-10-05abs ↗pdf ↗