Methods and Systems for Dimensionality Reduction
OwnerJosef Spidlen, John Quinninventors
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Abstract
Computer-implemented methods of dimensionality reduction are provided. Methods of interest include receiving a secondary dataset comprising data points collected from a secondary sample, and calculating a second dimensionality reduction for the secondary dataset based on a first dimensionality reduction of a reference dataset comprising data points collected from a reference sample. The calculated second dimensionality is compatible with the dimensionally reduced reference dataset. Systems and non-transitory computer readable storage media configured to perform the methods of the invention are also provided.
Claims28
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A system comprising a processor comprising memory operably coupled to the processor, wherein the memory comprises instructions stored thereon, which when executed by the processor, cause the processor to:
- receive a secondary dataset comprising data points collected from a secondary sample;
- and
- calculate a second dimensionality reduction for the secondary dataset based on a first dimensionality reduction of a reference dataset comprising data points collected from a reference sample, wherein the second dimensionality reduction is compatible with the dimensionally reduced reference dataset.
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Dependencies are inferred from the claim text.