US Patent Issued to NEC on Jan. 27 for "Loss function adjustment for increased classification margin" (Japanese Inventor)

ALEXANDRIA, Va., Jan. 28 -- United States Patent no. 12,536,834, issued on Jan. 27, was assigned to NEC Corp. (Tokyo).

"Loss function adjustment for increased classification margin" was invented by Anusha V. S. Bhamidipati (Tokyo).

According to the abstract* released by the U.S. Patent & Trademark Office: "Loss function adjustment for increased classification margin is performed by applying a neural network to a batch of data samples to obtain a plurality of feature vectors, each data sample in the batch corresponding to a feature vector among the plurality of feature vectors, each data sample in the batch including a label indicating a class among a plurality of classes, clustering first feature vectors among the plurality of feature vec...