research
∙
12/08/2022
The Ordered Matrix Dirichlet for Modeling Ordinal Dynamics
Many dynamical systems exhibit latent states with intrinsic orderings su...
share
research
∙
10/08/2022
An Ordinal Latent Variable Model of Conflict Intensity
For the quantitative monitoring of international relations, political ev...
research
∙
06/12/2021
Doubly Non-Central Beta Matrix Factorization for DNA Methylation Data
We present a new non-negative matrix factorization model for (0,1) bound...
research
∙
10/28/2019
Poisson-Randomized Gamma Dynamical Systems
This paper presents the Poisson-randomized gamma dynamical system (PRGDS...
research
∙
07/22/2018
The Hyperedge Event Model
We introduce the hyperedge event model (HEM)---a generative model for ev...
research
∙
03/22/2018
Locally Private Bayesian Inference for Count Models
As more aspects of social interaction are digitally recorded, there is a...
research
∙
01/19/2017
Poisson--Gamma Dynamical Systems
We introduce a new dynamical system for sequentially observed multivaria...
research
∙
06/06/2016
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations
We introduce Bayesian Poisson Tucker decomposition (BPTD) for modeling c...
research
∙
06/10/2015