US Patent Issued to Amazon Technologies on June 17 for "Resource-efficient techniques for repeated hyper-parameter optimization" (German, French Inventors)

ALEXANDRIA, Va., June 19 -- United States Patent no. 12,333,438, issued on June 17, was assigned to Amazon Technologies Inc. (Seattle).

"Resource-efficient techniques for repeated hyper-parameter optimization" was invented by Giovanni Zappella (Berlin), Cedric Philippe Archambeau (Berlin) and David Salinas (Meylan, France).

According to the abstract* released by the U.S. Patent & Trademark Office: "A particular hyper-parameter combination (HPC) that was recommended for a first task is included in a collection of candidate HPCs evaluated for a second task. Hyper-parameter analysis iterations are conducted for the second task using the collection. In one of the iterations, the second task is executed using a first iteration-specific set of ...