Techniques to embed a data object into a multidimensional frame
AssigneeCapital One Services, LLC
InventorsAustin Grant Walters, Jeremy Edward Goodsitt, Mark Louis Watson, Anh Truong
Life of this patent
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Abstract
Various embodiments are generally directed to techniques for embedding a data object into a multidimensional frame, such as for training an autoencoder to generate latent space representations of the data object based on the multidimensional frame, for instance. Additionally, in one or more embodiments latent space representations of data objects may be classified, such as with a machine learning algorithm. Some embodiments are particularly directed to embedding a data object comprising a plurality of object entries into a three-dimensional (3D) frame.
Claims20
An apparatus, comprising:
- a processor;
- and
- memory comprising instructions that when executed by the processor cause the processor to:
- identify a set of data objects comprising a first data object, the first data object comprising a first set of object entries and the first set of object entries comprising a first content;
- map the first data object to a first dimensional value in a first dimension of a multidimensional frame;
- map the first set of object entries along a first portion of a second dimension of the multidimensional frame;
- and
- map the first content along a first portion of a third dimension of the multidimensional frame,
- wherein the first portion of the second dimension and the first portion of the third dimension intersect with the first value in the first dimension.
At least one non-transitory computer-readable medium comprising a set of instructions that, in response to execution by a processor circuit, cause the processor circuit to:
- identify a set of data objects comprising a first data object, the first data object comprising a first set of object entries and the first set of object entries comprising a first content;
- map the first data object to a first dimensional value in a first dimension of a multidimensional frame;
- map the first set of object entries along a first portion of a second dimension of the multidimensional frame;
- and
- map the first content along a first portion of a third dimension of the multidimensional frame,
- wherein the first portion of the second dimension and the first portion of the third dimension intersect with the first value in the first dimension.
A computer-implemented method, comprising:
- identifying a set of data objects comprising a first data object, the first data object comprising a first set of object entries and the first set of object entries comprising a first content;
- mapping the first data object to a first dimensional value in a first dimension of a multidimensional frame;
- mapping the first set of object entries along a first portion of a second dimension of the multidimensional frame;
- and
- mapping the first content along a first portion of a third dimension of the multidimensional frame,
- wherein the first portion of the second dimension and the first portion of the third dimension intersect with the first value in the first dimension.
Dependencies are inferred from the claim text.