US Patent Issued to Ecole Polytechnique Federale De Lausanne (EPFL) on Dec. 16 for "Dimensionality reduction of time-series data, and systems and devices that use the resultant embeddings" (French, Swiss Inventors)

ALEXANDRIA, Va., Dec. 16 -- United States Patent no. 12,499,131, issued on Dec. 16, was assigned to Ecole Polytechnique Federale De Lausanne (EPFL) (Lausanne, Switzerland).

"Dimensionality reduction of time-series data, and systems and devices that use the resultant embeddings" was invented by Steffen Schneider (Ferney-Voltaire, France) and Mackenzie W. Mathis (Geneva).

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 dimensionality reduction of time-series using contrastive learning. A method can include receiving multidimensional input time series data that includes data from a session or sessions that span t...