
Bayesian Testing for Exogenous Partition Structures in Stochastic Block Models
Network data often exhibit block structures characterized by clusters of...
read it

Scalable computation of predictive probabilities in probit models with Gaussian process priors
Predictive models for binary data are fundamental in various fields, and...
read it

Extended Stochastic Block Models
Stochastic block models (SBM) are widely used in network science due to ...
read it

A Class of Conjugate Priors for Multinomial Probit Models which Includes the Multivariate Normal One
Multinomial probit models are widelyimplemented representations which a...
read it

Scalable and Accurate Variational Bayes for HighDimensional Binary Regression Models
Stateoftheart methods for Bayesian inference on regression models wit...
read it

Asymptotically Exact Variational Bayes for HighDimensional Binary Regression Models
Stateoftheart methods for Bayesian inference on regression models wit...
read it

Exact Kalman Filter for Binary Time Series
NonGaussian statespace models arise routinely in several applications....
read it

Bayesian cumulative shrinkage for infinite factorizations
There are a variety of Bayesian models relying on representations in whi...
read it

Conjugate Bayes for probit regression via unified skewnormals
Regression models for dichotomous data are ubiquitous in statistics. Bes...
read it

A note on quadratic approximations of logistic loglikelihoods
Quadratic approximations of logistic loglikelihoods are fundamental to ...
read it

Bayesian Learning of Dynamic Multilayer Networks
A plethora of networks is being collected in a growing number of fields,...
read it

Locally Adaptive Dynamic Networks
Our focus is on realistically modeling and forecasting dynamic networks ...
read it

Nonparametric Bayes dynamic modeling of relational data
Symmetric binary matrices representing relations among entities are comm...
read it

Locally adaptive factor processes for multivariate time series
In modeling multivariate time series, it is important to allow timevary...
read it
Daniele Durante
is this you? claim profile