Concepedia

Model Attribution

Model Attribution is a computational method designed to identify and quantify the contribution of individual models or omics layers within a multi-omics integration framework by distinguishing their specific influence on predictive outcomes.

113

Publications

9.6K

Citations

382

Authors

176

Institutions

Publications per year

2017–2026

79

Parents

Publications

113

Axiomatic Attribution for Deep Networks

Mukund Sundararajan, Ankur Taly, Qiqi Yan · arXiv (Cornell University) · 2017 · 2.6K citations · Full text

, , +12

CTRL: A Conditional Transformer Language Model for Controllable Generation

Nitish Shirish Keskar, Bryan McCann, Lav R. Varshney et al. · arXiv (Cornell University) · 2019 · 790 citations · Full text

, , +15

Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints

Ning Yu, Larry S. Davis, Mario Fritz · 2019 · 427 citations

, , +9

Axiomatic Attribution for Deep Networks

Mukund Sundararajan, Ankur Taly, Qiqi Yan · arXiv (Cornell University) · 2017 · 412 citations · Full text

, , +12

Understanding deep networks via extremal perturbations and smooth masks

Oxford University Research Archive (ORA) (University of Oxford) · 371 citations

, , +15

1–5 of 113

Authors

382

  1. SL
    Scott Lundberg

    University of Washington, United States

    4 publications · 509 citations

    4

    h-index

  2. SL
    Su‐In Lee

    University of Washington, United States

    4 publications · 509 citations

    4

    h-index

  3. NY
    Ning Yu

    Zhejiang Sci-Tech University, China

    3 publications · 505 citations

    3

    h-index

  4. LS
    Larry S. Davis

    University of Maryland, College Park, United States

    3 publications · 505 citations

    3

    h-index

  5. MF
    Mario Fritz

    Max Planck Institute for Informatics, Germany

    3 publications · 505 citations

    3

    h-index

1–5 of 382

Institutions

176

  1. University of Oxford

    Oxford, United Kingdom

    5 h-index

    9 publications

    1.2K citations

  2. Google (United States)

    Mountain View, United States

    5 h-index

    16 publications

    10.4K citations

  3. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    4 publications

    175 citations

  4. University of Washington

    Seattle, United States

    3 h-index

    5 publications

    897 citations

  5. University of Illinois Chicago

    Chicago, United States

    2 h-index

    2 publications

    59 citations

  6. Meta (Israel)

    Tel Aviv, Israel

    2 h-index

    2 publications

    395 citations

  7. Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

    Berlin, Germany

    2 h-index

    4 publications

    106 citations

  8. University of Haifa

    Haifa, Israel

    2 h-index

    2 publications

    105 citations

1–8 of 176

Venues

  1. arXiv (Cornell University)

    Repository · 19 publications · 4.4K citations

    15

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 103 citations

    3

    h-index

  3. 2

    h-index

  4. Environmental Science & Technology

    2 publications · 43 citations

    2

    h-index

  5. Nature Communications

    2 publications · 254 citations

    2

    h-index

1–5