3 papers
math.ST2019
Causal models on probability spaces
Irineo Cabreros, John D. Storey
We describe the interface between measure theoretic probability and causal inference by constructing causal models on probability spaces within the potential outcomes framework. We…
cs.LG2017
Dynamic Task Allocation for Crowdsourcing Settings
Angela Zhou, Irineo Cabreros, Karan Singh
We consider the problem of optimal budget allocation for crowdsourcing problems, allocating users to tasks to maximize our final confidence in the crowdsourced answers. Such an opt…
q-bio.GN2015
Detecting Community Structures in Hi-C Genomic Data
Irineo Cabreros, Emmanuel Abbe, Aristotelis Tsirigos
Community detection (CD) algorithms are applied to Hi-C data to discover new communities of loci in the 3D conformation of human and mouse DNA. We find that CD has some distinct ad…