PROBABILISTIC VARIATIONAL CAUSAL EFFECT AS A NEW THEORY FOR CAUSAL REASONING

被引:0
|
作者
Department of Mathematics and Computer Science, The University of Quebec at Trois-Rivieres, 3351 Bd des Forges, Trois-Rivières [1 ]
QC
G8Z 4M3, Canada
机构
来源
arXiv | 1600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
Causal inferences - Causal reasoning - GraphicaL model - Janzing model - Kullback Leibler divergence - Mutual informations - Natural availability of changing - Pearl graphical model - Probabilistics - Total-variation
引用
收藏
相关论文
共 50 条
  • [21] Causal reasoning, causal probabilities, and conceptions of causation
    Drouet, Isabelle
    [J]. STUDIES IN HISTORY AND PHILOSOPHY OF SCIENCE PART C-STUDIES IN HISTORY AND PHILOSOPHY OF BIOLOGICAL AND BIOMEDIAL SCIENCES, 2012, 43 (04): : 761 - 768
  • [22] CONCERNING A PROBABILISTIC THEORY OF CAUSATION ADEQUATE FOR CAUSAL THEORY OF TIME
    BRETZEL, PV
    [J]. SYNTHESE, 1977, 35 (02) : 173 - 190
  • [23] Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning
    Ding, Wenhao
    Lin, Haohong
    Li, Bo
    Zhao, Ding
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 35 (NEURIPS 2022), 2022,
  • [25] Heritability and causal reasoning
    Lynch, Kate E.
    [J]. BIOLOGY & PHILOSOPHY, 2017, 32 (01) : 25 - 49
  • [26] THE CASE FOR CAUSAL REASONING
    KASSIRER, JP
    KOPELMAN, RI
    [J]. ACTA CLINICA BELGICA, 1990, 45 (03): : 194 - 200
  • [27] Causal Reasoning in Physics
    Ismael, Jenann
    [J]. PHILOSOPHICAL REVIEW, 2016, 125 (03): : 431 - 435
  • [28] Reasoning with causal relations
    Goldvarg, Y
    Johnson-Laird, PN
    [J]. PROCEEDINGS OF THE TWENTY FIRST ANNUAL CONFERENCE OF THE COGNITIVE SCIENCE SOCIETY, 1999, : 191 - 195
  • [29] Scaffolding causal reasoning
    Jonassen, D
    Hung, W
    Strobel, J
    Schmidt, M
    Cho, MH
    [J]. ICLS2004: INTERNATIONAL CONFERENCE OF THE LEARNING SCIENCES, PROCEEDINGS: EMBRACING DIVERSITY IN THE LEARNING SCIENCES, 2004, : 610 - 610
  • [30] Axiomatizing Causal Reasoning
    Halpern, Joseph Y.
    [J]. 1600, Morgan Kaufmann Publishers (12):