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08/12/2022
Gradient Estimation for Binary Latent Variables via Gradient Variance Clipping
Gradient estimation is often necessary for fitting generative models wit...
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02/21/2019
A Nonparametric Multi-view Model for Estimating Cell Type-Specific Gene Regulatory Networks
We present a Bayesian hierarchical multi-view mixture model termed Symph...
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01/23/2013
Learning Bayesian Network Structure from Massive Datasets: The "Sparse Candidate" Algorithm
Learning Bayesian networks is often cast as an optimization problem, whe...
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10/19/2012