Adaptive Inference on General Graphical Models

Preprint English OPEN
Acar, Umut A.; Ihler, Alexander T.; Mettu, Ramgopal; Sumer, Ozgur;
  • Subject: Computer Science - Data Structures and Algorithms | Computer Science - Artificial Intelligence

Many algorithms and applications involve repeatedly solving variations of the same inference problem; for example we may want to introduce new evidence to the model or perform updates to conditional dependencies. The goal of adaptive inference is to take advantage of wh... View more
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