US Patent Issued to D5AI on June 30 for "Machine learning robustness through sensible decision boundaries" (Florida Inventor)

ALEXANDRIA, Va., July 16 -- United States Patent no. 12,670,392, issued on June 30, was assigned to D5AI LLC (Maitland, Fla.).

"Machine learning robustness through sensible decision boundaries" was invented by James K. Baker (Maitland, Fla.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Computer systems and computer-implemented methods modify a machine learning network, such as a deep neural network, to introduce judgment to the network. A "combining" node is added to the network, to thereby generate a modified network, where activation of the combining node is based, at least in part, on output from a subject node of the network. The computer system then trains the modified network by, for each training dat...