2 papers
stat.ML2025
A Hierarchical Variational Graph Fused Lasso for Recovering Relative Rates in Spatial Compositional Data
Joaquim Valerio Teixeira, Ed Reznik, Sudpito Banerjee +1
The analysis of spatial data from biological imaging technology, such as imaging mass spectrometry (IMS) or imaging mass cytometry (IMC), is challenging because of a competitive sa…
stat.ME2022
Automatic Dynamic Relevance Determination for Gaussian process regression with high-dimensional functional inputs
Luis Damiano, Margaret Johnson, Joaquim Teixeira +2
In the context of Gaussian process regression with functional inputs, it is common to treat the input as a vector. The parameter space becomes prohibitively complex as the number o…