Concepedia

Scalable Regression

Scalable Regression is a machine learning methodology that enables the efficient estimation of regression models on large-scale datasets by employing computational techniques that maintain statistical accuracy while significantly reducing time and resource complexity.

54

Publications

2.2K

Citations

154

Authors

75

Institutions

Publications per year

2017–2026

28

Parents

Publications

54

Computing LTS Regression for Large Data Sets

Peter J. Rousseeuw, Katrien Van Driessen · Data Mining and Knowledge Discovery · 2006 · 615 citations

, , +6

SECRET

Irina Botan, Roozbeh Derakhshan, Nihal Dindar et al. · Proceedings of the VLDB Endowment · 2010 · 109 citations

, , +15

Fast Geographically Weighted Regression (FastGWR): a scalable algorithm to investigate spatial process heterogeneity in millions of observations

Li, Fotheringham, Li et al. · International Journal of Geographical Information Science · 2018 · 94 citations · Full text

, , +15

Development of Scalable Space-Time Averaged Regression Rate Expressions for Hybrid Rockets

M. Arif Karabeyoğlu, Brian Cantwell, Greg Zilliac · Journal of Propulsion and Power · 2007 · 93 citations

, , +14

SECRET

Alin Dobra, Johannes Gehrke · 2002 · 92 citations

, , +15

1–5 of 54

Authors

154

  1. MW
    Michael W. Mahoney

    University of California, Berkeley, United States

    2 publications · 29 citations

    2

    h-index

  2. BC
    Brian Cantwell

    Stanford University, United States

    2 publications · 110 citations

    2

    h-index

  3. GM
    Gunasekaran Manogaran

    University of California, Davis, United States

    2 publications · 145 citations

    2

    h-index

  4. MA
    M. Arif Karabeyoğlu

    Stanford University, United States

    2 publications · 107 citations

    2

    h-index

  5. DL
    Daphne Lopez

    Vellore Institute of Technology University, India

    2 publications · 145 citations

    2

    h-index

1–5 of 154

Institutions

75

  1. Ames Research Center

    Mountain View, United States

    4 h-index

    5 publications

    176 citations

  2. Stanford University

    Stanford, United States

    3 h-index

    5 publications

    237 citations

  3. University of Southern California

    Los Angeles, United States

    3 h-index

    6 publications

    122 citations

  4. University of California, Berkeley

    Berkeley, United States

    2 h-index

    5 publications

    125 citations

  5. ETH Zurich

    Zurich, Switzerland

    2 h-index

    8 publications

    504 citations

  6. Twin Cities Orthopedics

    Edina, United States

    2 h-index

    2 publications

    33 citations

  7. Zhejiang University

    Hangzhou, China

    2 h-index

    3 publications

    86 citations

  8. Vellore Institute of Technology University

    Vellore, India

    2 h-index

    4 publications

    290 citations

1–8 of 75

Venues

  1. Journal Of Big Data

    2 publications · 52 citations

    2

    h-index

  2. Journal of Propulsion and Power

    2 publications · 107 citations

    2

    h-index

  3. arXiv (Cornell University)

    Repository · 2 publications · 29 citations

    2

    h-index

  4. International Journal of Advanced Intelligence Paradigms

    IJAIP · 2 publications · 145 citations

    2

    h-index

  5. 1

    h-index

1–5