US Patent Issued to Capital One Services on Feb. 17 for "Decomposing attention values to de-emphasize temporal impacts of transformer model updating" (Massachusetts Inventor)

ALEXANDRIA, Va., Feb. 17 -- United States Patent no. 12,554,810, issued on Feb. 17, was assigned to Capital One Services LLC (McLean, Va.).

"Decomposing attention values to de-emphasize temporal impacts of transformer model updating" was invented by Samuel Sharpe (Cambridge, Mass.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems are described herein for decomposing attention values into event components and time components. The attention values may be generated by a transformer model based on time series data. The decomposed attention values can be used to identify instances where the transformer model classified a request into a first class based on an attention value that is influenced by...