108 citations · 564 across the 27 of their papers we have counts for
4 papers · 1 filter
A note on the multiplicative gamma process
Daniele Durante
Adaptive dimensionality reduction in high-dimensional problems is a key topic in statistics. The multiplicative gamma process takes a relevant step in this direction, but improved…
Bayesian Learning of Dynamic Multilayer Networks
Daniele Durante, Nabanita Mukherjee, Rebecca C. Steorts
A plethora of networks is being collected in a growing number of fields, including disease transmission, international relations, social interactions, and others. As data streams c…
Bayesian inference on group differences in multivariate categorical data
Massimiliano Russo, Daniele Durante, Bruno Scarpa
Multivariate categorical data are common in many fields. We are motivated by election polls studies assessing evidence of changes in voters opinions with their candidates preferenc…
Bayesian Network--Response Regression
Lu Wang, Daniele Durante, Rex E. Jung +1
There is increasing interest in learning how human brain networks vary as a function of a continuous trait, but flexible and efficient procedures to accomplish this goal are limite…