37 citations · 78 across the 12 of their papers we have counts for
3 papers · 1 filter
The Random Conditional Distribution for Higher-Order Probabilistic Inference
Zenna Tavares, Xin Zhang, Edgar Minaysan +3
The need to condition distributional properties such as expectation, variance, and entropy arises in algorithmic fairness, model simplification, robustness and many other areas. At…
Soft Constraints for Inference with Declarative Knowledge
Zenna Tavares, Javier Burroni, Edgar Minaysan +2
We develop a likelihood free inference procedure for conditioning a probabilistic model on a predicate. A predicate is a Boolean valued function which expresses a yes/no question a…
Inference of Demographic Attributes based on Mobile Phone Usage Patterns and Social Network Topology
Carlos Sarraute, Jorge Brea, Javier Burroni +1
Mobile phone usage provides a wealth of information, which can be used to better understand the demographic structure of a population. In this paper, we focus on the population of…