World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
45
Citations
7816
World Ranking
7239
National Ranking
3160

Overview

Quentin F. Stout is affiliated with the University of Michigan-Ann Arbor in the United States. Their research primarily spans the field of Computer Science, with a focus on several subfields and topics related to machine learning, algorithms, and statistical methods.

The main fields of study in which Stout has contributed include:

  • Computer Science

More specifically, their work covers subfields such as:

  • Artificial Intelligence
  • Computer Vision and Pattern Recognition
  • Statistics and Probability
  • Information Systems
  • Hardware and Architecture

In terms of research topics, Stout's publications address areas including:

  • Machine Learning and Algorithms
  • Statistical Methods and Inference
  • Machine Learning and Data Classification
  • Graph Theory and Algorithms
  • Recommender Systems and Techniques
  • Topic Modeling
  • Semantic Web and Ontologies

Stout has contributed multiple papers primarily published in arXiv (Cornell University), which is the main venue for their work. Notable recent papers are:

  • "Generating Artificial Core Users for Interpretable Condensed Data," 2021, arXiv (Cornell University)
  • "$L_0$ Isotonic Regression With Secondary Objectives," 2021, arXiv (Cornell University)
  • "$L_p$ Isotonic Regression Algorithms Using an $L_0$ Approach," 2021, arXiv (Cornell University)
  • "Low Power Mesh Algorithms for Image Problems," 2022, arXiv (Cornell University)
  • "Best $L_p$ Isotonic Regressions, $p \in \{0, 1, \infty\}$," 2023, arXiv (Cornell University)

Their frequent coauthor includes Amy Nesky, with whom Stout has collaborated on at least one publication.

Best Publications

  • Space Weather Modeling Framework: A new tool for the space science community

    Gábor Tóth;Igor V. Sokolov;Tamas I. Gombosi;David R. Chesney

  • Adaptive numerical algorithms in space weather modeling

    Gábor Tóth;Bart van der Holst;Igor V. Sokolov;Darren L. De Zeeuw

  • Parallel computations on reconfigurable meshes

    R. Miller;V.K. Prasanna-Kumar;D.I. Reisis;Q.F. Stout

  • ARCHITECTURE OF A HYPERCUBE SUPERCOMPUTER.

    John P. Hayes;Trevor N. Mudge;Quentin F. Stout

  • Meshes with reconfigurable buses

    Russ Miller;V. K. Prasanna-Kumar;Dionisios Reisis;Quentin F. Stout

  • A Microprocessor-based Hypercube Supercomputer

    John P. Hayes;Trevor Mudge;Quentin F. Stout;Stephen Colley

  • Intensive hypercube communication. Prearranged communication in link-bound machines

    Quentin F. Stout;Bruce Wagar

  • PERFECT DOMINATING SETS

    Marilynn Livingston;Quentin F. Stout

  • Efficient parallel convex hull algorithms

    R. Miller;Q.F. Stout

  • Mesh computer algorithms for computational geometry

    R. Miller;Q.F. Stout

  • Distributed genetic algorithms for function optimization

    Reiko Tanese;John H. Holland;Quentin F. Stout

  • Data movement techniques for the pyramid computer

    Russ Miller;Quentin Stout

  • Meshes with multiple buses

    Quentin F. Stout

  • Geometric algorithms for digitized pictures on a mesh-connected computer

    R. Miller;Q.F. Stout

  • CRASH: A BLOCK-ADAPTIVE-MESH CODE FOR RADIATIVE SHOCK HYDRODYNAMICS—IMPLEMENTATION AND VERIFICATION

    B. van der Holst;G. Tóth;I. V. Sokolov;K. G. Powell

  • Hypercube message routing in the presence of faults

    Jesse M. Gordon;Quentin F. Stout

  • An adaptive MHD method for global space weather simulations

    D.L. De Zeeuw;T.I. Gombosi;C.P.T. Groth;K.G. Powell

  • Data Movement Operations and Applications on Reconfigurable VLSI Arrays.

    Russ Miller;Viktor K. Prasanna;Dionisios I. Reisis;Quentin F. Stout

  • Distributing resources in hypercube computers

    M. Livingston;Q. F. Stout

  • Block-Structured Adaptive Grids on the Sphere: Advection Experiments

    Christiane Jablonowski;Michael Herzog;Joyce E. Penner;Robert C. Oehmke

Frequent Co-Authors

Tamas I. Gombosi
Tamas I. Gombosi University of Michigan–Ann Arbor
Aaron J. Ridley
Aaron J. Ridley University of Michigan–Ann Arbor
Joyce E. Penner
Joyce E. Penner University of Michigan–Ann Arbor
Kirk C. Hansen
Kirk C. Hansen University of Colorado Anschutz Medical Campus
C. R. Clauer
C. R. Clauer Virginia Tech
William Martin
William Martin Heinrich Heine University Düsseldorf
Igor M. Sokolov
Igor M. Sokolov Tufts University
John P. Hayes
John P. Hayes University of Michigan–Ann Arbor
Trevor Mudge
Trevor Mudge University of Michigan–Ann Arbor
David M. Pennock
David M. Pennock Rutgers, The State University of New Jersey

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