We study zeroth-order optimization for convex functions where we further assume that function evaluations are unavailable. Instead, one only has access to a comparison oracle, which given two points x and y returns single bit of information indicating point larger value, f(x) or f(y). By treating the gradient as an unknown signal be recovered, show how can use tools from one-bit compressed sens...

Abstract With the continuous development of human life and society, medical field is constantly improving. However, modern medicine still faces many limitations, including challenging previously unsolvable problems. In these cases, artificial intelligence (AI) can provide solutions. The research application generative adversarial networks (GAN) are a clear example. While most researchers focus ...

Many applications in the internet using Password for identify users. So, this password must be strong and safe to avoid unauthorized The critical issue many such as web-sites data base systems is authentication code (PAC). In paper, PAC between two parties confirm them based mutual text has presented. Two factors best solution field. But more secure efficient a legitimate user needs make sure a...

Here, fundamental aspects affecting template-assisted engineering of oxidase-associated peroxide oxidation co-catalysis the modeled microanalytical system based on hybrid palladium nanoparticles (Pd-NPs) with tailored functional properties were studied. By an accurate tuning and validation experimental setup, a modular Pd-NPs-doped one-pot/one-electrode amperometric nanobiosensor for advanced m...