A natural bias for simplicity

被引：0
|
作者：
Mark Buchanan
机构：
[1] Nature Physics,
来源：
Nature Physics | 2018年 / 14卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1154 / 1154
相关论文
共 50 条
  • [1] A natural bias for simplicity
    Buchanan, Mark
    [J]. NATURE PHYSICS, 2018, 14 (12) : 1154 - 1154
  • [2] Simplicity Bias in Overparameterized Machine Learning
    Berchenko, Yakir
    [J]. THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 10, 2024, : 11052 - 11060
  • [3] The Pitfalls of Simplicity Bias in Neural Networks
    Shah, Harshay
    Tamuly, Kaustav
    Raghunathan, Aditi
    Jain, Prateek
    Netrapalli, Praneeth
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 33, NEURIPS 2020, 2020, 33
  • [4] Simplicity Bias Leads to Amplified Performance Disparities
    Bell, Samuel J.
    Sagun, Levent
    [J]. PROCEEDINGS OF THE 6TH ACM CONFERENCE ON FAIRNESS, ACCOUNTABILITY, AND TRANSPARENCY, FACCT 2023, 2023, : 355 - 369
  • [5] There is a simplicity bias when generalising from ambiguous data
    Durvasula, Karthik
    Liter, Adam
    [J]. PHONOLOGY, 2020, 37 (02) : 177 - 213
  • [6] Learning context-free grammars with a simplicity bias
    Langley, P
    Stromsten, S
    [J]. MACHINE LEARNING: ECML 2000, 2000, 1810 : 220 - 228
  • [7] A note on a priori forecasting and simplicity bias in time series
    Dingle, Kamaludin
    Kamal, Rafiq
    Hamzi, Boumediene
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2023, 609
  • [8] Simplicity bias, algorithmic probability, and the random logistic map
    Hamzi, Boumediene
    Dingle, Kamaludin
    [J]. PHYSICA D-NONLINEAR PHENOMENA, 2024, 463
  • [9] Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions
    Bhattamishra, Satwik
    Patel, Arkil
    Kanade, Varun
    Blunsom, Phil
    [J]. PROCEEDINGS OF THE 61ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, ACL 2023, VOL 1, 2023, : 5767 - 5791
  • [10] An edge-simplicity bias in the visual input to young infants
    Anderson, Erin M.
    Candy, T. Rowan
    Gold, Jason M.
    Smith, Linda B.
    [J]. SCIENCE ADVANCES, 2024, 10 (19):
12345