#bayesian-models
#bayesian-models

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Scalable & Interpretable Dimensionality Reduction for scRNA-seq | HackerNoon

The amortized stochastic variational Bayesian GPLVM (BGPLVM) significantly improves clustering performance in single-cell RNA-seq data analysis.

Scala

fromHackernoon

2 months ago

GPLVM for Single-Cell RNA-seq Dimensionality Reduction | HackerNoon

BGPLVM models have evolved significantly, focusing on efficient variational distributions for robust statistical modeling.

fromHackernoon

2 months ago

Encoding Biological Knowledge in GPLVM Kernels for scRNA-seq | HackerNoon

"A key benefit of using GPLVMs is that we can encode prior information into the generative model, especially through the kernel design, allowing for more interpretable latent spaces and less training data."

Scala

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#bayesian-models#bayesian-models

Scalable & Interpretable Dimensionality Reduction for scRNA-seq | HackerNoon

GPLVM for Single-Cell RNA-seq Dimensionality Reduction | HackerNoon

Encoding Biological Knowledge in GPLVM Kernels for scRNA-seq | HackerNoon

#bayesian-models
#bayesian-models