US Patent Issued to Sanofi on April 22 for "Batch selection policies for training machine learning models using active learning" (Canadian, American, Chinese, German Inventors)

ALEXANDRIA, Va., June 6 -- United States Patent no. 12,282,854, issued on April 22, was assigned to Sanofi (Paris).

"Batch selection policies for training machine learning models using active learning" was invented by Michael Bailey (Toronto), Ziv Bar-Joseph (Cambridge, Mass.), Sven Jager (Frankfurt am Main, Germany), Ruijiang Li (Shanghai) and Saeed Moayedpour (Cambridge, Mass.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training a machine learning model. In one aspect, a method comprises: generating a set of candidate batches of model inputs; generating, for each candidate batch of model inputs, a resp...