Sum-Product Networks: A New Deep Architecture

被引:0
|
作者
Poon, Hoifung [1 ]
Domingos, Pedro [1 ]
机构
[1] Univ Washington, Dept Comp Sci & Engn, Seattle, WA 98195 USA
来源
2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS) | 2011年
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains
    Molina, Alejandro
    Vergari, Antonio
    Di Mauro, Nicola
    Natarajan, Sriraam
    Esposito, Floriana
    Kersting, Kristian
    THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2018, : 3828 - 3835
  • [2] Deep Convolutional Sum-Product Networks
    Butz, Cory J.
    Oliveira, Jhonatan S.
    dos Santos, Andre E.
    Teixeira, Andre L.
    THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, : 3248 - 3255
  • [3] Deep Generalized Convolutional Sum-Product Networks
    van de Wolfshaar, Jos
    Pronobis, Andrzej
    INTERNATIONAL CONFERENCE ON PROBABILISTIC GRAPHICAL MODELS, VOL 138, 2020, 138 : 533 - 544
  • [4] Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions
    Molina, Alejandro
    Natarajan, Sriraam
    Kersting, Kristian
    THIRTY-FIRST AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2017, : 2357 - 2363
  • [5] Sum-Product Networks: Deep Models with Tractable Inference
    Domingos, Pedro
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2015, PT I, 2015, 9284
  • [6] A Deep Sum-Product Architecture for Robust Facial Attributes Analysis
    Luo, Ping
    Wang, Xiaogang
    Tang, Xiaoou
    2013 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2013, : 2864 - 2871
  • [7] Residual Sum-Product Networks
    Ventola, Fabrizio
    Stelzner, Karl
    Molina, Alejandro
    Kersting, Kristian
    INTERNATIONAL CONFERENCE ON PROBABILISTIC GRAPHICAL MODELS, VOL 138, 2020, 138 : 545 - 556
  • [8] Sum-Product Networks: A Survey
    Sanchez-Cauce, Raquel
    Paris, Iago
    Javier Diez, Francisco
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 44 (07) : 3821 - 3839
  • [9] Robustifying sum-product networks
    Maua, Denis Deratani
    Conaty, Diarmaid
    Cozman, Fabio Gagliardi
    Poppenhaeger, Katja
    de Campos, Cassio Polpo
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2018, 101 : 163 - 180
  • [10] Survey of sum-product networks
    Dai, Qi
    Liu, Jian-Wei
    Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2024, 41 (11): : 1965 - 1990