Handling inherent uncertainty and exploiting compositional structure are fundamental to understanding and designing large-scale systems. Statistical relational learning builds on …
This textbook on practical data analytics unites fundamental principles, algorithms, and data. Algorithms are the keystone of data analytics and …
While labeled data is expensive to prepare, ever increasing amounts of unlabeled data is becoming widely available. In order to …