GPLVM for Single-Cell RNA-seq Dimensionality Reduction | HackerNoon
In this section, we delve into the various BGPLVM (Bayesian Gaussian Process Latent Variable Model) architectures currently established in the literature, focusing on their variational distributions.
Efficient Bayesian Power Prior Survival Modeling with BayesPPDSurv | HackerNoon
The BayesPPDSurv R package allows for Bayesian analysis of time-to-event outcomes by integrating historical data to inform treatment effects, enhancing clinical trial efficiency.
Frechet Means, Concentration, and Serial Dependence in Non-Euclidean Time Series | HackerNoon
In addressing the limitations of non-parametric methods, our adaptation of the classical linear autoregressive model enables effective analysis of time series data in Hadamard spaces.