Kristian Kersting: 2 books

Book cover of Statistical Relational Artificial Intelligence

Statistical Relational Artificial Intelligence

Logic, Probability, and Computation

by Kristian Kersting, Luc De Raedt, Sriraam Natarajan
Language: English
Release Date: March 24, 2016

An intelligent agent interacting with the real world will encounter individual people, courses, test results, drugs prescriptions, chairs, boxes, etc., and needs to reason about properties of these individuals and relations among them as well as cope with uncertainty. Uncertainty has been studied...
Book cover of Boosted Statistical Relational Learners

Boosted Statistical Relational Learners

From Benchmarks to Data-Driven Medicine

by Sriraam Natarajan, Kristian Kersting, Tushar Khot
Language: English
Release Date: March 3, 2015

This SpringerBrief addresses the challenges of analyzing multi-relational and noisy data by proposing several Statistical Relational Learning (SRL) methods. These methods combine the expressiveness of first-order logic and the ability of probability theory to handle uncertainty. It provides an overview...
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