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  • PSL Introduction - Duration: 54 minutes.

    • 4 years ago
    • 5,122 views
    An introductory tutorial to probabilistic soft logic, a framework for statistical relational learning. PSL enables scalable machine learning in rich, relational domains. This tutorial was originall...
  • PSL Demonstration - Duration: 25 minutes.

    • Streamed 4 years ago
    • 2,044 views
    A PSL demonstration on installing and running an example program.
  • Knowledge Graph Construction - Lecture - Duration: 1 hour.

    • 4 years ago
    • 5,137 views
    In this lecture, I cover the key problems in Information Extraction with a focus on building knowledge bases from web text sources. I present Knowledge Graph Identification, our method for jointly ...
  • PSL Class 2 - Duration: 1 hour, 21 minutes.

    • Streamed 4 years ago
    • 1,372 views
    More on working with PSL, including setting up data and weight learning. This was a second PSL lecture given as part of the Advanced Machine Learning course at UC, Santa Cruz.
  • Knowledge Graph Identification - Demo - Duration: 52 minutes.

    • Streamed 4 years ago
    • 907 views
    A demo of Knowledge Graph Identification using Probabilistic Soft Logic. We start from the public GitHub repository and show how to load data, run experiments, and add new rules to the model
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