Causal inference
相关论文数: 20
顶级研究者
顶尖机构
最高引用论文
Causal Diagrams for Epidemiologic Research
Sander Greenland, Judea Pearl, James M. Robins
引用数: 3663 • 1999
Ten-Year Cross-Disciplinary Comparison of the Growth of Open Access and How it Increases Research Citation Impact
Chawki Hajjem, Stevan Harnad, Yves Gingras
引用数: 356 • 2006
Visual Causal Feature Learning
Krzysztof Chalupka, Pietro Perona, Frederick Eberhardt
引用数: 48 • 2014
Directed acyclic graphs (DAGs): an aid to assess confounding in dental research
Anwar T. Merchant, Waranuch Pitiphat
引用数: 48 • 2002
Fuzzy Causal Patterns of Humor and Jokes for Cognitive and Affective Computing
Yingxu Wang
引用数: 23 • 2014
The Case for Evaluating Causal Models Using Interventional Measures and Empirical Data
Amanda Gentzel, Dan Garant, David Jensen
引用数: 19 • 2019
Feedback in Imitation Learning: The Three Regimes of Covariate Shift
Jonathan Spencer, Sanjiban Choudhury, Arun Venkatraman, Brian D. Ziebart, J. Andrew Bagnell
引用数: 17 • 2021
Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes
Liangyuan Hu, Chenyang Gu
引用数: 16 • 2021
Simón C. Smith, Subramanian Ramamoorthy
引用数: 15 • 2020
The Bayesian causal inference model benefits from an informed prior to predict proprioceptive drift in the rubber foot illusion
Tim Schürmann, Joachim Vogt, Oliver Christ, Philipp Beckerle
引用数: 15 • 2019
Can Robots Do Epidemiology? Machine Learning, Causal Inference, and Predicting the Outcomes of Public Health Interventions
Alex Broadbent, Thomas Grote
引用数: 11 • 2022
Sequences of mechanisms for causal reasoning in artificial intelligence
Denver Dash, Mark Voortman, Martijn de Jongh
引用数: 10 • 2013
Computation and Causation
Richard Scheines
引用数: 10 • 2002
Intervention Design for Effective Sim2Real Transfer
Melissa Mozifian, Amy Zhang, Joëlle Pineau, David Meger
引用数: 8 • 2020
Deep causal learning for robotic intelligence
Yangming Li
引用数: 7 • 2023
Human-Centered AI using Ethical Causality and Learning Representation for Multi-Agent Deep Reinforcement Learning
Joshua W. K. Ho, Chien‐Min Wang
引用数: 7 • 2021
Human Trajectory Prediction via Counterfactual Analysis
Guangyi Chen, Junlong Li, Jiwen Lu, Jie Zhou
引用数: 6 • 2021
Causal-HRI: Causal Learning for Human-Robot Interaction
Jiaee Cheong, Nikhil Churamani, Luke Guerdan, Tabitha Edith Lee, Han Zhao, Hatice Güneş
引用数: 4 • 2024
Reliable counterparts
Richard Somers, Andrew G. Clark, Neil Walkinshaw, Robert M. Hierons
引用数: 4 • 2022
Causal Inference for De-biasing Motion Estimation from Robotic Observational Data
Junhong Xu, Kai Yin, Jason M. Gregory, Lantao Liu
引用数: 3 • 2023