Concepedia

Transfer Tradeoff

Transfer Tradeoff is a theoretical construct in continual learning that characterizes the inherent compromise between the extent to which knowledge from previous tasks facilitates performance on new tasks (positive forward transfer) and the degree to which learning new tasks degrades performance on previously learned ones (catastrophic forgetting).

3

Publications

460

Citations

8

Authors

5

Institutions

Publications per year

2017–2026

2

Parents

Publications

3

1–3 of 3

Authors

8

  1. YT
    Yuhai Tu

    IBM Research - Thomas J. Watson Research Center, United States

    2 publications · 449 citations

    2

    h-index

  2. RA
    Robert Ajemian

    Massachusetts Institute of Technology, United States

    2 publications · 449 citations

    2

    h-index

  3. IC
    Ignacio Cases

    Stanford University, United States

    2 publications · 449 citations

    2

    h-index

  4. MR
    Matthew Riemer

    IBM (United States), United States

    2 publications · 449 citations

    2

    h-index

  5. IR
    Irina Rish

    IBM (United States), United States

    2 publications · 449 citations

    2

    h-index

1–5 of 8

Institutions

5

  1. Stanford University

    Stanford, United States

    1 h-index

    1 publications

    101 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    1 h-index

    1 publications

    101 citations

  3. Université de Montréal

    Montreal, Canada

    1 h-index

    1 publications

    11 citations

  4. University of Science and Technology of China

    Hefei, China

    1 h-index

    1 publications

    101 citations

  5. IBM (United States)

    Armonk, United States

    1 h-index

    4 publications

    404 citations

1–5 of 5

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 449 citations

    2

    h-index

  2. Applied Psychology

    1 publications · 11 citations

    1

    h-index

1–2