Guest Editorial: Automated Machine Learning

被引:7
|
作者
Escalante, Hugo Jair [1 ]
Yao, Quanming [2 ]
Tu, Wei-Wei [3 ]
Pillay, Nelishia [4 ]
Qu, Rong [5 ]
Yu, Yang [6 ]
Houlsby, Neil [7 ]
机构
[1] Inst Nacl Astrofis Opt & Eectron, Puebla 72840, Mexico
[2] 4Paradigm Inc, Beijing 100085, Peoples R China
[3] 4Paradigm Inc, Sci & Technol Dept, Beijing 100085, Peoples R China
[4] Univ Pretoria, ZA-0002 Pretoria, South Africa
[5] Univ Nottingham, Sch Comp Sci, Nottingham NG7 2RD, England
[6] Nanjing Univ, Sch Artificial Intelligence, Nanjing 210023, Peoples R China
[7] Google Res Brain Team, CH-8002 Zurich, Switzerland
关键词
(Edited Abstract);
D O I
10.1109/TPAMI.2021.3077106
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The special issue IEEE Transactions On Pattern Analysis And Machine Intelligence has a special section dedicated to AutoML. This special section is formed by 15 articles of outstanding quality that together comprise a snapshot of cutting edge AutoML research. The special section is a compilation of outstanding contributions on AutoML. The compilation is representative of the trends and recent progress in the field.
引用
收藏
页码:2887 / 2890
页数:4
相关论文
共 50 条
  • [1] Guest Editorial: Machine Learning Policies
    Ulises Cortés
    Mario Martín
    Applied Intelligence, 2004, 20 : 7 - 8
  • [2] Guest editorial: Machine learning in and for music
    Gerhard Widmer
    Machine Learning, 2006, 65 : 343 - 346
  • [3] Guest Editorial: Machine learning in and for music
    G. Widmer
    Machine Learning, 2006, 65 : 347 - 347
  • [4] Guest editorial: Machine learning in and for music
    Widmer, Gerhard
    MACHINE LEARNING, 2006, 65 (2-3) : 343 - 346
  • [5] Guest editorial:: Machine learning policies
    Cortés, U
    Martín, M
    APPLIED INTELLIGENCE, 2004, 20 (01) : 7 - 8
  • [6] Guest Editorial: Machine Learning for Signal Processing
    Sanei, Saeid
    Smaragdis, Paris
    Ho, Anthony T. S.
    Nandi, Asoke K.
    Larsen, Jan
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2015, 79 (02): : 113 - 116
  • [7] Guest Editorial: Machine Learning for Signal Processing
    Saeid Sanei
    Paris Smaragdis
    Anthony T. S. Ho
    Asoke K. Nandi
    Jan Larsen
    Journal of Signal Processing Systems, 2015, 79 : 113 - 116
  • [8] Guest Editorial: Machine Learning in Power Systems
    Wang, Zhaoyu
    Gu, Chenghong
    Shahidehpour, Mohammad
    Huang, Qiuhua
    Hong, Tao
    Srivastava, Anurag K.
    IET SMART GRID, 2020, 3 (04) : 419 - 420
  • [9] Machine learning in finance-Guest editorial
    Sarlin, Peter
    Bjork, Kaj-Mikael
    NEUROCOMPUTING, 2017, 264 : 1 - 1
  • [10] Guest editorial: Machine learning in wireless networks
    Budati, Anil Kumar
    Ling, Steve S. H.
    CAAI TRANSACTIONS ON INTELLIGENCE TECHNOLOGY, 2021, 6 (02) : 133 - 134