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Efficient high dimensional maximum entropy modeling via symmetric partition functions
Published on Feb 4, 20252925 Views
The application of the maximum entropy principle to sequence modeling has been popularized by methods such as Conditional Random Fields (CRFs). However, these approaches are generally limited to model
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Presentation
Efficient high-dimensional MaxEnt via symmetric partition functions00:00
Learn the MaxEnt distribution over paths consistent with low-dimensional features00:23
Low-dimensional features02:04
A brief example03:11