Neural network architecture search with AMBER

被引：0
|
作者：
Yi Zhang
Yang Liu
X. Shirley Liu
机构：
[1] Harvard T. H. Chan School of Public Health,Department of Data Science, Dana
来源：
Nature Machine Intelligence | 2021年 / 3卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Deep learning applied to genomics can learn patterns in biological sequences, but designing such models requires expertise and effort. Recent work demonstrates the efficiency of a neural network architecture search algorithm in optimizing genomic models.
引用
收藏
页码：372 / 373
页数：1
相关论文
共 50 条
  • [1] Neural network architecture search with AMBER
    Zhang, Yi
    Liu, Yang
    Liu, X. Shirley
    NATURE MACHINE INTELLIGENCE, 2021, 3 (05) : 372 - 373
  • [2] Neural Network Design: Learning from Neural Architecture Search
    van Stein, Bas
    Wang, Hao
    Back, Thomas
    2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2020, : 1341 - 1349
  • [3] Steganalysis of convolutional neural network based on neural architecture search
    Hongbo Wang
    Xingyu Pan
    Lingyan Fan
    Shuofeng Zhao
    Multimedia Systems, 2021, 27 : 379 - 387
  • [4] Steganalysis of convolutional neural network based on neural architecture search
    Wang, Hongbo
    Pan, Xingyu
    Fan, Lingyan
    Zhao, Shuofeng
    MULTIMEDIA SYSTEMS, 2021, 27 (03) : 379 - 387
  • [5] Neural Architecture Search for Lightweight Neural Network in Food Recognition
    Tan, Ren Zhang
    Chew, XinYing
    Khaw, Khai Wah
    MATHEMATICS, 2021, 9 (11)
  • [6] Deep neural network architecture search using network morphism
    Kwasigroch, Arkadiusz
    Grochowski, Michal
    Mikolajczyk, Mateusz
    2019 24TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2019, : 30 - 35
  • [7] GQNAS: Graph Q Network for Neural Architecture Search
    Qin, Yijian
    Wang, Xin
    Cui, Peng
    Zhu, Wenwu
    2021 21ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2021), 2021, : 1288 - 1293
  • [8] Neural Architecture Search by Estimation of Network Structure Distributions
    Muravev, Anton
    Raitoharju, Jenni
    Gabbouj, Moncef
    IEEE ACCESS, 2021, 9 : 15304 - 15319
  • [9] Network-aware federated neural architecture search
    Ocal, Goktug
    Ozgovde, Atay
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2025, 162
  • [10] Recurrent Neural Network Architecture Search for Geophysical Emulation
    Maulik, Romit
    Egele, Romain
    Lusch, Bethany
    Balaprakash, Prasanna
    PROCEEDINGS OF SC20: THE INTERNATIONAL CONFERENCE FOR HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS (SC20), 2020,
12345