Markov Logic Parag Singla Dept. of Computer Science University of Texas, Austin Overview Motivation Background Markov logic Inference Learning Applications The Interface…

Markov Logic: A Unifying Language for Information and Knowledge Management Pedro Domingos Dept. of Computer Science & Eng. University of Washington Joint work with Stanley…

Markov Logic: A Representation Language for Natural Language Semantics Pedro Domingos Dept. Computer Science & Eng. University of Washington (Based on joint work with…

Discriminative Training of Markov Logic Networks Parag Singla & Pedro Domingos Outline Motivation Review of MLNs Discriminative Training Experiments Link Prediction Object…

Unifying Logical and Statistical AI Pedro Domingos Dept. of Computer Science & Eng. University of Washington Joint work with Stanley Kok, Daniel Lowd, Hoifung Poon, Matt…

Markov Logic Stanley Kok Dept. of Computer Science & Eng. University of Washington Joint work with Pedro Domingos, Daniel Lowd, Hoifung Poon, Matt Richardson, Parag Singla…

Learning the Structure of Markov Logic Networks Stanley Kok & Pedro Domingos Dept. of Computer Science and Eng. University of Washington Overview Motivation Background…

Learning, Logic, and Probability: A Unified View Markov Logic: Combining Logic and Probability Parag Singla Dept. of Computer Science & Engineering Indian Institute of…

Markov Logic: A Unifying Language for Information and Knowledge Management Pedro Domingos Dept. of Computer Science & Eng. University of Washington Joint work with Stanley…

Markov Logic Networks Pedro Domingos Dept. Computer Science & Eng. University of Washington (Joint work with Matt Richardson) Overview Representation Inference Learning…