Concepedia

Machine Learning Attribution

Machine Learning Attribution is a scholarly contribution within computational linguistics and artificial intelligence that, as a formal framework or methodological construct, specifically enables the systematic identification and evaluation of source origins for proverbial expressions in digital text corpora through data-driven modeling and algorithmic inference.

51

Publications

6.2K

Citations

170

Authors

54

Institutions

Publications per year

2017–2026

41

Parents

Publications

51

Axiomatic Attribution for Deep Networks

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

, , +12

Computational methods in authorship attribution

Moshe Koppel, Jonathan Schler, Shlomo Argamon · Journal of the American Society for Information Science and Technology · 2008 · 498 citations · Full text

, , +9

Axiomatic Attribution for Deep Networks

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

, , +12

Towards better understanding of gradient-based attribution methods for Deep Neural Networks

Marco Ancona, Enea Ceolini, Cengiz Öztireli · Repository for Publications and Research Data (ETH Zurich) · 2018 · 386 citations · Full text

, , +10

Explaining a series of models by propagating Shapley values

Hugh Chen, Scott Lundberg, Su‐In Lee · Nature Communications · 2022 · 241 citations · Full text

, , +14

1–5 of 51

Authors

170

  1. MJ
    Michael J. Collins

    Queensland University of Technology, Australia

    4 publications · 116 citations

    4

    h-index

  2. DD
    Dipanjan Das

    Google (United States), United States

    4 publications · 116 citations

    4

    h-index

  3. SP
    Slav Petrov

    Google (United States), United States

    4 publications · 116 citations

    4

    h-index

  4. GS
    Gaurav Singh Tomar

    Google (United States), United States

    3 publications · 90 citations

    3

    h-index

  5. DR
    David Reitter

    Pennsylvania State University, United States

    3 publications · 90 citations

    3

    h-index

1–5 of 170

Institutions

54

  1. Google (United States)

    Mountain View, United States

    9 h-index

    38 publications

    10.4K citations

  2. Stanford University

    Stanford, United States

    2 h-index

    5 publications

    442 citations

  3. University of Antwerp

    Antwerp, Belgium

    2 h-index

    5 publications

    350 citations

  4. University of Colorado Boulder

    Boulder, United States

    2 h-index

    4 publications

    141 citations

  5. Harvard University Press

    Cambridge, United States

    2 h-index

    3 publications

    221 citations

  6. University of California, Irvine

    Irvine, United States

    2 h-index

    5 publications

    159 citations

  7. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    1 h-index

    1 publications

    86 citations

  8. Freie Universität Berlin

    Berlin, Germany

    1 h-index

    2 publications

    110 citations

1–8 of 54

Venues

  1. arXiv (Cornell University)

    Repository · 15 publications · 3.5K citations

    14

    h-index

  2. Neural Information Processing Systems

    Conference · 2 publications · 93 citations

    2

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 102 citations

    2

    h-index

  4. Literary and Linguistic Computing

    LLC · 2 publications · 214 citations

    2

    h-index

  5. Computational Linguistics

    2 publications · 56 citations

    2

    h-index

1–5