Concepedia

Hypothesis Space Design

Hypothesis Space Design is the systematic formulation of a structured set of plausible hypotheses within a research domain, distinguished by its intentional scoping, organization, and constraints that guide the generation, selection, and evaluation of hypotheses in empirical inquiry.

45

Publications

4.8K

Citations

132

Authors

58

Institutions

Publications per year

2017–2026

6

Parents

Publications

45

Efficient and robust automated machine learning

Matthias Feurer, Aaron Klein, Katharina Eggensperger et al. · Neural Information Processing Systems · 2015 · 1.3K citations

, , +15

A Model of Inductive Bias Learning

2000 · 781 citations

, , +11

A Model of Inductive Bias Learning

Journal of Artificial Intelligence Research · 2000 · 555 citations · Full text

, , +11

Kernel Regularized Least Squares: Reducing Misspecification Bias with a Flexible and Interpretable Machine Learning Approach

Jens Hainmueller, Chad Hazlett · Political Analysis · 2013 · 484 citations

, , +17

Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification

Tom Kwiatkowksi, Luke Zettlemoyer, Sharon Goldwater et al. · Empirical Methods in Natural Language Processing · 2010 · 234 citations

, , +16

1–5 of 45

Authors

132

  1. SV
    Stephan Vogel

    Carnegie Mellon University, United States

    1 publications · 15 citations

    1

    h-index

  2. SS
    Shiliang Sun

    East China Normal University, China

    1 publications · 76 citations

    1

    h-index

  3. FH
    Frank Hutter

    University of Freiburg, Germany

    1 publications · 1.3K citations

    1

    h-index

  4. AH
    Amaury Habrard

    Laboratoire Hubert Curien, France

    1 publications · 93 citations

    1

    h-index

  5. BA
    BaxterJonathan

    1 publications · 25 citations

    1

    h-index

1–5 of 132

Institutions

58

  1. Data61

    Sydney, Australia

    2 h-index

    5 publications

    154 citations

  2. University of Freiburg

    Freiburg im Breisgau, Germany

    2 h-index

    7 publications

    7.6K citations

  3. Australian National University

    Canberra, Australia

    2 h-index

    5 publications

    154 citations

  4. Google (United States)

    Mountain View, United States

    2 h-index

    4 publications

    192 citations

  5. University of California, Berkeley

    Berkeley, United States

    2 h-index

    5 publications

    268 citations

  6. University of Washington

    Seattle, United States

    2 h-index

    3 publications

    426 citations

  7. Seoul National University

    Seoul, South Korea

    1 h-index

    3 publications

    81 citations

  8. Innate Pharma (France)

    Marseille, France

    1 h-index

    1 publications

    93 citations

1–8 of 58

Venues

  1. Journal of Artificial Intelligence Research

    JAIR · 2 publications · 570 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 37 citations

    2

    h-index

  3. IEEE Transactions on Fuzzy Systems

    TFS · 1 publications · 14 citations

    1

    h-index

  4. Developmental Psychology

    1 publications · 80 citations

    1

    h-index

  5. 1

    h-index

1–5