US Patent Issued to VERINT AMERICAS on July 28 for "Variational auto-encoder for multivariate time series generation" (California, Washington Inventors)

ALEXANDRIA, Va., July 28 -- United States Patent no. 12,694,295, issued on July 28, was assigned to VERINT AMERICAS INC. (Alpharetta, Ga.).

"Variational auto-encoder for multivariate time series generation" was invented by Abhyuday Desai (San Diego) and Ian Beaver (Spokane, Wash.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Certain aspects of the present disclosure provide techniques for generating multivariate time series data utilizing a variational auto-encoder (VAE) having an architecture for injecting custom temporal structures into the generated multivariate time series data. A method for generating multivariate time series data includes sampling a multivariate distribution forming a latent space vec...