2 papers
stat.ML2026
Bayesian Joint Additive Factor Models for Multiview Learning
Niccolo Anceschi, Federico Ferrari, David B. Dunson +1
It is increasingly common to collect data of multiple different types on the same set of samples. Our focus is on studying relationships between such multiview features and respons…
stat.CO2024
Efficiently resolving rotational ambiguity in Bayesian matrix sampling with matching
Evan Poworoznek, Niccolo Anceschi, Federico Ferrari +1
A wide class of Bayesian models involve unidentifiable random matrices that display rotational ambiguity, with the Gaussian factor model being a typical example. A rich variety of…