The DOE SC program in Advanced Scientific Computing Research (ASCR) hereby announces its interest in basic research in the design, development, analysis, and scalability of randomized algorithms for ...

This is a preview. Log in through your library . Abstract We introduce a randomized algorithm for overdetermined linear least-squares regression. Given an arbitrary full-rank m × n matrix A with m ≥ n ...

We describe two recently proposed randomized algorithms for the construction of low-rank approximations to matrices, and demonstrate their application (inter alia) to the evaluation of the singular ...

Algorithm design and analysis is fundamental to all areas of computer science and gives a rigorous framework for the study optimization. This course provides an introduction to algorithm design ...

Algorithm design is a core technology in the recent development of the information society. Randomization is now an indispensable technique, from both theoretical and practical views, of designing ...

Background: The provision of nutritional support for patients in intensive care units (ICUs) varies widely both within and between institutions. We tested the hypothesis that evidence-based algorithms ...

A mobile app–based program for facilitating advance care planning discussions between patients with advanced cancer and oncologists: A randomized controlled trial (J-SUPPORT 2104). This is an ASCO ...