DOE Randomized Algorithms for Combinatorial Scientific ComputingPlease see the full solicitation for complete information about the funding opportunity. Below is a summary assembled by the Research & ...

This paper presents a modular framework for constructing randomized algorithms that compute partial matrix decompositions. These methods use random sampling to identify a subspace that captures most ...

We report a prospective, cluster-randomized clinical trial in the ICUs of community and teaching hospitals that tested the hypothesis that an evidence-based algorithm for nutritional support in ...

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 ...

Descriptions COMP_SCI 396, 496: Randomized Algorithms VIEW ALL COURSE TIMES AND SESSIONS Prerequisites 336 or Permission of the instructor, [email protected] Description The power of randomness ...

Outline 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 ...

We randomized 15 clinics in a large community oncology network, stratifying randomization based on patient volume. In the intervention arm, oncologists received weekly default EHR notifications ...

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 ...