Concepedia

Generalization Trade-offs

Generalization Trade-Offs is a theoretical construct in the study of fitness trade-offs that characterizes the inherent compromise between the breadth of environmental conditions under which a trait or strategy performs well and the peak level of performance achievable within any specific condition.

6

Publications

596

Citations

17

Authors

9

Institutions

Publications per year

2017–2026

1

Parents

Publications

6

Simplified support vector decision rules

Christopher J. C. Burges · International Conference on Machine Learning · 1996 · 429 citations

, , +16

Specialization-generalization trade-off in a Bradyrhizobium symbiosis with wild legume hosts

Martine Ehinger, Toni Mohr, Juliana B Starcevich et al. · BMC Ecology · 2014 · 62 citations · Full text

, , +17

The fitness cost of generalization: present limitations and future possible solutions

Arnas Palaima · Biological Journal of the Linnean Society · 2007 · 30 citations · Full text

, , +17

Semi-orthogonal subspaces for value mediate a binding and generalization trade-off

W. Jeffrey Johnston, Justin M. Fine, Seng Bum Michael Yoo et al. · Nature Neuroscience · 2024 · 28 citations

, , +5

Personalized Federated Learning with Contextualized Generalization

Xueyang Tang, Song Guo, Jingcai Guo · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 27 citations · Full text

, , +11

1–5 of 6

Authors

17

  1. SG
    Song Guo

    Hong Kong Polytechnic University, Hong Kong SAR China

    1 publications · 27 citations

    1

    h-index

  2. JB
    Juliana B Starcevich

    University of California, Riverside, United States

    1 publications · 62 citations

    1

    h-index

  3. AP
    Arnas Palaima

    University of Mississippi, United States

    1 publications · 30 citations

    1

    h-index

  4. SS
    Stephanie S. Porter

    Washington State University Vancouver, United States

    1 publications · 62 citations

    1

    h-index

  5. CR
    Colin R. Tosh

    Newcastle University, United Kingdom

    1 publications · 27 citations

    1

    h-index

1–5 of 17

Institutions

9

  1. Acupuncture & Integrative Medicine College

    Berkeley, United States

    1 h-index

    1 publications

    62 citations

  2. University of California, Riverside

    Riverside, United States

    1 h-index

    1 publications

    62 citations

  3. University of Bath

    Bath, United Kingdom

    1 h-index

    3 publications

    63 citations

  4. University of Leeds

    Leeds, United Kingdom

    1 h-index

    2 publications

    54 citations

  5. University of Glasgow

    Glasgow, United Kingdom

    1 h-index

    1 publications

    27 citations

  6. University of Mississippi

    Oxford, United States

    1 h-index

    1 publications

    30 citations

  7. Shenzhen Polytechnic University

    Shenzhen, China

    1 h-index

    2 publications

    54 citations

  8. University of California, Berkeley

    Berkeley, United States

    1 h-index

    5 publications

    310 citations

1–8 of 9

Venues

  1. BMC Ecology

    1 publications · 62 citations

    1

    h-index

  2. Biological Journal of the Linnean Society

    1 publications · 30 citations

    1

    h-index

  3. International Conference on Machine Learning

    Conference · 1 publications · 429 citations

    1

    h-index

  4. 1

    h-index

  5. Proceedings of the National Academy of Sciences

    PNAS · 1 publications · 27 citations

    1

    h-index

1–5