Paulius Dilkas

Research project title: 
Foundations for Inference in Probabilistic Relational Models
Research project: 

My work revolves around programs and models that have both a logical and a probabilistic structure, such as probabilistic logic programs and Markov logic networks. I investigate their fundamental properties as well as transformations and abstractions that can be used to reduce the computational cost of inference and/or improve the model's interpretability.

Student type: 
Current student