Concepedia

Warm Pool Management

Warm Pool Management is a computational framework designed to optimize the initialization and retention of precomputed user or item embeddings in recommender systems, specifically by maintaining a dynamic subset of high-engagement or high-quality representations—termed the "warm pool"—to improve model performance and convergence speed during cold start scenarios.

10

Publications

1.1K

Citations

38

Authors

22

Institutions

Publications per year

2017–2026

2

Parents

Publications

10

Magnitude and timing of temperature change in the Indo-Pacific warm pool during deglaciation

K. Visser, Robert C. Thunell, Lowell Stott · Nature · 2003 · 376 citations

, , +14

Observed freshening and warming of the western Pacific Warm Pool

Sophie Cravatte, Thierry Delcroix, Dongxiao Zhang et al. · Climate Dynamics · 2009 · 276 citations

, , +12

Potential role of the ocean thermostat in determining regional differences in coral reef bleaching events

Joan A. Kleypas, Gökhan Danabasoglu, Janice Lough · Geophysical Research Letters · 2008 · 147 citations

, , +16

The warm pool in the Indian Ocean

P. N. Vinayachandran, S.R. Shetye · Journal of Earth System Science · 1991 · 107 citations · Full text

, , +13

Some thoughts about the west Pacific warm pool

Klaus Wyrtki · 1989 · 53 citations

, , +8

1–5 of 10

Authors

38

  1. KV
    K. Visser

    University of South Carolina, United States

    1 publications · 376 citations

    1

    h-index

  2. CF
    Chris Funk

    University of California, Santa Barbara, United States

    1 publications · 17 citations

    1

    h-index

  3. RS
    Rajeev Saraswat

    National Institute of Oceanography, India

    1 publications · 40 citations

    1

    h-index

  4. LS
    Lowell Stott

    University of Southern California, United States

    1 publications · 376 citations

    1

    h-index

  5. NW
    Ning Wang

    Chinese Academy of Sciences, China

    1 publications · 35 citations

    1

    h-index

1–5 of 38

Institutions

22

  1. National Institute of Oceanography

    Panjim, India

    2 h-index

    4 publications

    294 citations

  2. NSF National Center for Atmospheric Research

    Boulder, United States

    1 h-index

    2 publications

    294 citations

  3. Naval Postgraduate School

    Monterey, United States

    1 h-index

    2 publications

    104 citations

  4. Institute of Oceanology

    Qingdao, China

    1 h-index

    2 publications

    70 citations

  5. National Oceanic and Atmospheric Administration

    Washington, United States

    1 h-index

    2 publications

    552 citations

  6. Guangxi University

    Nanning, China

    1 h-index

    7 publications

    245 citations

  7. University of California, Santa Barbara

    Santa Barbara, United States

    1 h-index

    1 publications

    40 citations

  8. Second Institute of Oceanography

    Hangzhou, China

    1 h-index

    1 publications

    16 citations

1–8 of 22

Venues

  1. Nature

    1 publications · 376 citations

    1

    h-index

  2. Journal of Earth System Science

    1 publications · 107 citations

    1

    h-index

  3. Geophysical Research Letters

    1 publications · 147 citations

    1

    h-index

  4. Continental Shelf Research

    1 publications · 16 citations

    1

    h-index

  5. Advances in Atmospheric Sciences

    1 publications · 52 citations

    1

    h-index

1–5