Concepedia

Regularized Loss

Regularized Loss is a loss function that incorporates an additional penalty term derived from a regularization method to control model complexity and prevent overfitting by balancing empirical risk minimization with structural risk minimization.

375

Publications

29.2K

Citations

1K

Authors

405

Institutions

Publications per year

2017–2026

197

Variants

Regularized Loss Function

Parents

Publications

375

EnlightenGAN: Deep Light Enhancement Without Paired Supervision

Yifan Jiang, Xinyu Gong, Ding Liu et al. · IEEE Transactions on Image Processing · 2021 · 2.4K citations

, , +16

An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data

Sijie Song, Cuiling Lan, Junliang Xing et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 846 citations · Full text

, , +16

Regularization Tools version 4.0 for Matlab 7.3

Per Christian Hansen · Numerical Algorithms · 2007 · 786 citations

, , +9

Stochastic dual coordinate ascent methods for regularized loss

Shai Shalev‐Shwartz, Tong Zhang · 2013 · 700 citations

, , +13

A Comprehensive Survey of Loss Functions in Machine Learning

Qi Wang, Yue Ma, Kun Zhao et al. · Annals of Data Science · 2020 · 693 citations

, , +15

1–5 of 375

Authors

1K

  1. SS
    Shai Shalev‐Shwartz

    Hebrew University of Jerusalem, Israel

    10 publications · 2K citations

    10

    h-index

  2. PR
    Peter Richtárik

    University of Edinburgh, United Kingdom

    6 publications · 172 citations

    6

    h-index

  3. MT
    Martin Takáč

    Lehigh University, United States

    6 publications · 356 citations

    6

    h-index

  4. TZ
    Tong Zhang

    Tencent (China), China

    6 publications · 932 citations

    6

    h-index

  5. TP
    Tomaso Poggio

    Massachusetts Institute of Technology, United States

    5 publications · 665 citations

    5

    h-index

1–5 of 1K

Institutions

405

  1. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    28 publications

    5.5K citations

  2. University of California, Berkeley

    Berkeley, United States

    10 h-index

    20 publications

    1.9K citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    9 h-index

    21 publications

    2.6K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    13 publications

    390 citations

  5. City University of Hong Kong

    Hong Kong, Hong Kong

    8 h-index

    16 publications

    977 citations

  6. Hebrew University of Jerusalem

    Jerusalem, Israel

    7 h-index

    8 publications

    1.3K citations

  7. Microsoft (United States)

    Redmond, United States

    7 h-index

    12 publications

    4.1K citations

  8. Peking University

    Beijing, China

    7 h-index

    11 publications

    2.8K citations

1–8 of 405

Venues

  1. arXiv (Cornell University)

    Repository · 65 publications · 4.1K citations

    31

    h-index

  2. Neurocomputing

    12 publications · 511 citations

    11

    h-index

  3. Neural Information Processing Systems

    Conference · 9 publications · 935 citations

    9

    h-index

  4. Pattern Recognition

    8 publications · 364 citations

    8

    h-index

  5. IEEE Access

    7 publications · 198 citations

    6

    h-index

1–5