Concepedia

Permutation-invariant Aggregation

Permutation-Invariant Aggregation is a feature aggregation method that produces the same output regardless of the order of input elements, ensuring invariance to permutations of the input set.

11

Publications

1.3K

Citations

37

Authors

18

Institutions

Publications per year

2017–2026

10

Variants

Order-invariant AggregationSymmetric Aggregation

Parents

Publications

11

Attention-based Deep Multiple Instance Learning

Maximilian Ilse, Jakub M. Tomczak, Max Welling · arXiv (Cornell University) · 2018 · 676 citations · Full text

, , +12

Handling Information Loss of Graph Neural Networks for Session-based Recommendation

Tianwen Chen, Raymond Chi-Wing Wong · 2020 · 292 citations · Full text

, , +14

Attention-based Deep Multiple Instance Learning

Maximilian Ilse, Jakub M. Tomczak, Max Welling · UvA-DARE (University of Amsterdam) · 2018 · 164 citations · Full text

, , +12

Flipping and cyclic shifting of binary aggregation functions

Bernard De Baets, H. De Meyer, Jana Kalická et al. · Fuzzy Sets and Systems · 2008 · 37 citations

, , +7

Graph Pointer Neural Networks

Tianmeng Yang, Yujing Wang, Zhihan Yue et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 37 citations · Full text

, , +13

1–5 of 11

Authors

37

  1. MW
    Max Welling

    University of Amsterdam, Netherlands

    2 publications · 840 citations

    2

    h-index

  2. JM
    Jakub M. Tomczak

    University of Amsterdam, Netherlands

    2 publications · 840 citations

    2

    h-index

  3. MI
    Maximilian Ilse

    University of Amsterdam, Netherlands

    2 publications · 840 citations

    2

    h-index

  4. BD
    Bernard De Baets

    Ghent University, Belgium

    1 publications · 37 citations

    1

    h-index

  5. YW
    Yujing Wang

    Microsoft Research Asia (China), China

    1 publications · 37 citations

    1

    h-index

1–5 of 37

Institutions

18

  1. University of Amsterdam

    Amsterdam, The Netherlands

    2 h-index

    6 publications

    2.5K citations

  2. Peking University

    Beijing, China

    2 h-index

    6 publications

    192 citations

  3. Laboratoire d'Informatique de l'École Polytechnique

    Palaiseau, France

    1 h-index

    4 publications

    124 citations

  4. Institut Polytechnique de Paris

    Palaiseau, France

    1 h-index

    1 publications

    31 citations

  5. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    1 h-index

    2 publications

    584 citations

  6. Computing Center

    Khabarovsk, Russia

    1 h-index

    5 publications

    105 citations

  7. Microsoft Research Asia (China)

    Beijing, China

    1 h-index

    4 publications

    148 citations

  8. École Polytechnique Fédérale de Lausanne

    Lausanne, Switzerland

    1 h-index

    2 publications

    22 citations

1–8 of 18

Venues

  1. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 84 citations

    3

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 687 citations

    2

    h-index

  3. Fuzzy Sets and Systems

    1 publications · 37 citations

    1

    h-index

  4. UvA-DARE (University of Amsterdam)

    Repository · 1 publications · 164 citations

    1

    h-index

  5. 1

    h-index

1–5