Post doc (M/F) - Probabilistic Logic for Missing Data: Integrating Causal and Relational Knowledge

The postdoctoral researcher will develop novel methods based on probabilistic logic and graphical models for reasoning and query answering over incomplete data.The research will focus in particular on exploiting a priori knowledge, represented through causal graphs, Bayesian networks, or Markov networks, to model dependencies between variables and to define probability distributions over possible...