Concepedia

Large-scale Classification

Large-Scale Classification is a machine learning task that involves assigning categorical labels to a vast number of instances or classes, distinguished by its computational and algorithmic challenges arising from the high dimensionality, massive volume, or both, of the data involved.

619

Publications

70.5K

Citations

2K

Authors

673

Institutions

Publications per year

2017–2026

314

Parents

Publications

619

LIBLINEAR: A Library for Large Linear Classification

Rong-En Fan, Kai‐Wei Chang, Cho‐Jui Hsieh et al. · 2008 · 6.6K citations

, , +17

Large-Scale Video Classification with Convolutional Neural Networks

Andrej Karpathy, George Toderici, Sanketh Shetty et al. · 2014 · 6.3K citations

, , +15

An efficient algorithm for large-scale detection of protein families

Anton J. Enright · Nucleic Acids Research · 2002 · 3.8K citations · Full text

, , +14

Random Features for Large-Scale Kernel Machines

Ali Rahimi, Benjamin Recht · 2007 · 2.7K citations

, , +14

PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization

Alex Kendall, Matthew Koichi Grimes, Roberto Cipolla · 2015 · 2.3K citations

, , +16

1–5 of 619

Authors

2K

  1. YY
    Yiming Yang

    Carnegie Mellon University, United States

    9 publications · 1.5K citations

    9

    h-index

  2. CL
    Chih‐Jen Lin

    National Taiwan University, Taiwan

    7 publications · 7.2K citations

    7

    h-index

  3. RB
    Rohit Babbar

    Aalto University, Finland

    6 publications · 320 citations

    6

    h-index

  4. JF
    Jianping Fan

    University of North Carolina at Charlotte, United States

    6 publications · 190 citations

    6

    h-index

  5. ÉG
    Éric Gaussier

    Laboratoire d'Informatique de Grenoble, France

    6 publications · 268 citations

    6

    h-index

1–5 of 2K

Institutions

673

  1. Carnegie Mellon University

    Pittsburgh, United States

    17 h-index

    33 publications

    5.3K citations

  2. Google (United States)

    Mountain View, United States

    16 h-index

    48 publications

    41.6K citations

  3. Chinese Academy of Sciences

    Beijing, China

    14 h-index

    42 publications

    2.1K citations

  4. Microsoft (United States)

    Redmond, United States

    13 h-index

    30 publications

    3.4K citations

  5. Shanghai Jiao Tong University

    Shanghai, China

    13 h-index

    33 publications

    1.3K citations

  6. Nanyang Technological University

    Singapore, Singapore

    12 h-index

    31 publications

    3.1K citations

  7. Fudan University

    Shanghai, China

    10 h-index

    35 publications

    4.4K citations

  8. Cornell University

    Ithaca, United States

    10 h-index

    21 publications

    2.7K citations

1–8 of 673

Venues

  1. arXiv (Cornell University)

    Repository · 70 publications · 4.9K citations

    27

    h-index

  2. IEEE Access

    13 publications · 581 citations

    13

    h-index

  3. IEEE Transactions on Pattern Analysis and Machine Intelligence

    TPAMI · 12 publications · 1.9K citations

    12

    h-index

  4. Neurocomputing

    12 publications · 1K citations

    12

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 8 publications · 260 citations

    8

    h-index

1–5