Inferring global properties of a system from observations is a challenge, even if one can observe the whole system. The same task becomes even more challenging if one can only sample a small number of ...

Chroma subsampling is one of the most effective ways to watch high-resolution, high refresh rate content without the massive bandwidth that’s needed to transmit such signals. Like display stream ...

Abstract: Faced with massive data, subsampling is a commonly used technique to improve computational efficiency, and using nonuniform subsampling probabilities is an effective approach to improve ...

We propose a subsampling method for robust estimation of regression models which is built on classical methods such as the least squares method. It makes use of the non-robust nature of the underlying ...

Hans van Gorp, Iris A.M. Huijben, Bastiaan S. Veeling, Nicolla Pezzotti, and Ruud J.G. van Sloun - [Active Deep probabilistic Subsampling] Code for both papers is split in two separate folders ...