Tutorial Materials
Overview article: Pedro Domingos and Daniel Lowd,
Unifying Logical and Statistical AI with Markov Logic
, Communications of the ACM, 2019.
Tutorial Slides (
ppt
)
Written Tutorial (
html
/
pdf
)
Videos
ICML 2007 tutorial:
Practical Statistical Relational Learning
KDD 2007 tutorial:
Statistical Modeling of Relational Data
Course:
Markov Logic Networks
Textbook: Pedro Domingos and Daniel Lowd,
Markov Logic: An Interface Layer for AI
, Morgan & Claypool, 2009.