departmentofcomputerscience universityofmassachusett
01c9d2c5b3ff5cbba349ec39a570b5e3-Paper.pdf
Geometric embeddings have recently received attention for their natural ability to represent transitive asymmetric relations via containment. Box embeddings, whereobjectsarerepresentedby n-dimensionalhyperrectangles,areaparticularly promising example of such an embedding as they are closed under intersection and their volume can be calculated easily, allowing them to naturally represent calibrated probability distributions.
artificial intelligence, departmentofcomputerscience universityofmassachusett, machine learning, (16 more...)
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