Concepedia

Task Clustering

Task Clustering is a multi-task learning method that partitions a set of learning tasks into groups based on their semantic, functional, or parameter-sharing similarities to improve model efficiency and performance through structured knowledge transfer.

91

Publications

7.1K

Citations

252

Authors

134

Institutions

Publications per year

2017–2026

40

Parents

Publications

91

A Survey on Multi-Task Learning

Yu Zhang, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2021 · 2.2K citations

, , +16

A Survey on Multi-Task Learning

Yu Zhang, Qiang Yang · arXiv (Cornell University) · 2017 · 621 citations · Full text

, , +16

WorkflowSim: A toolkit for simulating scientific workflows in distributed environments

Weiwei Chen, Ewa Deelman · 2012 · 489 citations

, , +16

Clustered Multi-Task Learning: A Convex Formulation

Laurent Jacob, Francis Bach, Jean‐Philippe Vert · arXiv (Cornell University) · 2008 · 285 citations · Full text

, , +15

Qualitative Analysis of Verbal Fluency Output: Review and Comparison of Several Scoring Methods

David A. Abwender, Jeffrey G. Swan, John T. Bowerman et al. · Assessment · 2001 · 248 citations

, , +13

1–5 of 91

Authors

252

  1. XZ
    Xianchao Zhang

    Dalian University of Technology, China

    4 publications · 147 citations

    4

    h-index

  2. XZ
    Xiaotong Zhang

    Dalian University of Technology, China

    4 publications · 147 citations

    4

    h-index

  3. ED
    Ewa Deelman

    University of Southern California, United States

    3 publications · 586 citations

    3

    h-index

  4. LC
    Lawrence Carin

    Duke University, United States

    3 publications · 63 citations

    3

    h-index

  5. DB
    David B. Dunson

    Duke University, United States

    3 publications · 63 citations

    3

    h-index

1–5 of 252

Institutions

134

  1. Dalian University of Technology

    Dalian, China

    4 h-index

    14 publications

    544 citations

  2. Tsinghua University

    Beijing, China

    4 h-index

    7 publications

    287 citations

  3. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    4 h-index

    7 publications

    3.5K citations

  4. Duke University

    Durham, United States

    3 h-index

    8 publications

    152 citations

  5. Rutgers, The State University of New Jersey

    New Brunswick, United States

    3 h-index

    7 publications

    341 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    214 citations

  7. University of Southern California

    Los Angeles, United States

    3 h-index

    7 publications

    1.2K citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    3 h-index

    8 publications

    271 citations

1–8 of 134

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 989 citations

    6

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 2.3K citations

    3

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 3 publications · 70 citations

    3

    h-index

  4. 2

    h-index

  5. Information Sciences

    2 publications · 35 citations

    2

    h-index

1–5