Learning Discrete Directed Acyclic Graphs via Backpropagation

被引:0
|
作者
Wren, Andrew J. [1 ]
Minervini, Pasquale [1 ,2 ]
Franceschi, Luca [4 ]
Zantedeschi, Valentina [1 ,3 ,5 ]
机构
[1] University College London, United Kingdom
[2] University of Edinburgh, United Kingdom
[3] Inria London, United Kingdom
[4] Amazon Web Services, United States
[5] ServiceNow, United States
来源
arXiv | 2022年
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Combinatorial optimization - Directed graphs - Maximum likelihood estimation
引用
收藏
相关论文
共 50 条
  • [41] API Usage Recommendation Via Multi-View Heterogeneous Graph Representation Learning
    Chen, Yujia
    Gao, Cuiyun
    Ren, Xiaoxue
    Peng, Yun
    Xia, Xin
    Lyu, Michael R.
    IEEE Transactions on Software Engineering, 2023, 49 (05): : 3289 - 3304
  • [42] Noise Perturbation Based Graph Contrastive Learning via Flexible Filters for Node Classification
    Xiong, Zhilong
    Cai, Jia
    Yan, Ranhui
    Huang, Xiaolin
    Proceedings of the International Joint Conference on Neural Networks, 2024,
  • [43] A Learning-Based Discrete Jaya Algorithm for Multiobjective Sustainable Distributed Blocking Flow Shop Scheduling Problem with Heterogeneous Factories
    Zhang, Hui
    Miao, Zhonghua
    Pan, Quanke
    Proceedings of the 2024 27th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2024, 2024, : 1864 - 1869
  • [44] Multiplayer hierarchical decision-making for discrete-time nonlinear networks of service via value iteration adaptive dynamic programming
    Cai, Xinjiang
    Gao, Qing
    Liu, Hao
    Jinhu, L.Ü.
    Basin, Michael V.
    International Journal of Robust and Nonlinear Control, 2024,
  • [45] Determination of Cement Quality Via Optical Spectroscopy and Machine Learning-Based Image Recognition
    Velez-Alvarez, Juan
    Cordero, Wilfred
    Arboleda, Kheythor
    Rios, Neiron
    SSRN, 2023,
  • [46] Performance-oriented model learning for control via multi-objective Bayesian optimization
    Makrygiorgos, Georgios
    Bonzanini, Angelo D.
    Miller, Victor
    Mesbah, Ali
    Computers and Chemical Engineering, 2022, 162
  • [47] DAGMA: Learning DAGs via M-matrices and a Log-Determinant Acyclicity Characterization
    Bello, Kevin
    Aragam, Bryon
    Ravikumar, Pradeep
    Advances in Neural Information Processing Systems, 2022, 35
  • [48] FLARE: Defending Federated Learning against Model Poisoning Attacks via Latent Space Representations
    Wang, Ning
    Xiao, Yang
    Chen, Yimin
    Hu, Yang
    Lou, Wenjing
    Hou, Y. Thomas
    ASIA CCS 2022 - Proceedings of the 2022 ACM Asia Conference on Computer and Communications Security, 2022, : 946 - 958
  • [49] Joint Prediction of Meningioma Grade and Brain Invasion via Task-Aware Contrastive Learning
    Liu, Tianling
    Liu, Wennan
    Yu, Lequan
    Wan, Liang
    Han, Tong
    Zhu, Lei
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2022, 13433 LNCS : 355 - 365
  • [50] ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning
    The DUT-RU International School of Information Science & Engineering, Dalian University of Technology, China
    不详
    116024, China
    不详
    116024, China
    不详
    116024, China
    arXiv,