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Statistical Relational Learning

Statistical Relational Learning

Statistical Relational Learning. Pedro Domingos Dept. of Computer Science & Eng. University of Washington. Overview. Motivation Foundational areas Probabilistic inference Statistical learning Logical inference Inductive logic programming Putting the pieces together Applications.

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1.37k views • 109 slides
Practical Statistical Relational AI

Practical Statistical Relational AI

Practical Statistical Relational AI. Pedro Domingos Dept. of Computer Science & Eng. University of Washington. Overview. Motivation Foundational areas Probabilistic inference Statistical learning Logical inference Inductive logic programming Putting the pieces together Applications.

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1.27k views • 109 slides
Markov Logic: A Unifying Language for Information and Knowledge Management

Markov Logic: A Unifying Language for Information and Knowledge Management

Markov Logic: A Unifying Language for Information and Knowledge Management. Pedro Domingos Dept. of Computer Science & Eng. University of Washington Joint work with Stanley Kok, Daniel Lowd, Hoifung Poon, Matt Richardson, Parag Singla, Marc Sumner, and Jue Wang. Overview. Motivation

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939 views • 73 slides
Markov Logic: A Simple and Powerful Unification Of Logic and Probability

Markov Logic: A Simple and Powerful Unification Of Logic and Probability

Markov Logic: A Simple and Powerful Unification Of Logic and Probability. Pedro Domingos Dept. of Computer Science & Eng. University of Washington Joint work with Stanley Kok, Daniel Lowd, Hoifung Poon, Matt Richardson, Parag Singla, Marc Sumner, and Jue Wang. Overview. Motivation

★ ★ ★ ★ ★

865 views • 67 slides
Markov Logic: A Simple and Powerful Unification Of Logic and Probability

Markov Logic: A Simple and Powerful Unification Of Logic and Probability

Markov Logic: A Simple and Powerful Unification Of Logic and Probability. Pedro Domingos Dept. of Computer Science & Eng. University of Washington Joint work with Stanley Kok, Daniel Lowd, Hoifung Poon, Matt Richardson, Parag Singla, Marc Sumner, and Jue Wang. Overview. Motivation

★ ★ ★ ★ ★

680 views • 67 slides

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