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Practical Probabilistic Relational Learning

Practical Probabilistic Relational Learning. Sriraam Natarajan. Take-Away Message. Learn from rich, highly structured data!. Traditional Learning. Data is i.i.d. Burglary. Earthquake. +. Alarm. MaryCalls. JohnCalls. Attributes(Features). Data. Learning. Earthquake. Burglary.

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Practical Probabilistic Relational Learning