The Do-Calculus Revisited

16 October 2012

Papers citing "The Do-Calculus Revisited"

32 / 32 papers shown

Title
Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach Yuting Huang Ziquan Fang Zhihao Zeng Lu Chen Yunjun Gao 197 0 0 23 May 2025
shapr: Explaining Machine Learning Models with Conditional Shapley Values in R and Python Martin Jullum Lars Henry Berge Olsen Jon Lachmann Annabelle Redelmeier TDI FAtt 180 3 0 02 Apr 2025
DeCaFlow: A Deconfounding Causal Generative Model Alejandro Almodóvar Adrián Javaloy J. Parras Santiago Zazo Isabel Valera CML 78 0 0 19 Mar 2025
Mind Your Theory: Theory of Mind Goes Deeper Than Reasoning Eitan Wagner Nitay Alon J. Barnby Omri Abend LRM 205 2 0 18 Dec 2024
Iterative Causal Segmentation: Filling the Gap between Market Segmentation and Marketing Strategy Kaihua Ding Jingsong Cui Mohammad Soltani Jing Jin CML OOD 52 0 0 23 May 2024
Assessing the overall and partial causal well-specification of nonlinear additive noise models Christoph Schultheiss Peter Bühlmann CML 112 1 0 25 Oct 2023
Causal discovery using dynamically requested knowledge N. K. Kitson Anthony C. Constantinou CML 52 1 0 17 Oct 2023
Causal-DFQ: Causality Guided Data-free Network Quantization Yuzhang Shang Bingxin Xu Gaowen Liu Ramana Rao Kompella Yan Yan MQ CML 92 8 0 24 Sep 2023
Towards Debiasing Frame Length Bias in Text-Video Retrieval via Causal Intervention Burak Satar Huaiyu Zhu Hanwang Zhang Joo-Hwee Lim CML 92 0 0 17 Sep 2023
Causal Analysis for Robust Interpretability of Neural Networks Ola Ahmad Nicolas Béreux Loïc Baret V. Hashemi Freddy Lecue CML 98 4 0 15 May 2023
Causalvis: Visualizations for Causal Inference G. Guo Ehud Karavani Alex Endert Bum Chul Kwon CML 67 14 0 01 Mar 2023
Manifold Restricted Interventional Shapley Values Muhammad Faaiz Taufiq Patrick Blobaum Lenon Minorics FAtt 141 8 0 10 Jan 2023
Observational and Interventional Causal Learning for Regret-Minimizing Control Christian Reiser CML 29 0 0 05 Dec 2022
Causal Deep Reinforcement Learning Using Observational Data Wenxuan Zhu Chao Yu Qiaosheng Zhang CML OffRL 73 5 0 28 Nov 2022
Applications of statistical causal inference in software engineering Julien Siebert CML 118 35 0 21 Nov 2022
Combinatorial Causal Bandits Shi Feng Wei Chen CML 92 13 0 04 Jun 2022
Experimental Design for Causal Effect Identification S. Akbari Jalal Etesami Negar Kiyavash CML 64 1 0 04 May 2022
Socioeconomic disparities and COVID-19: the causal connections Tannista Banerjee Ayan Paul Vishak Srikanth Inga Strümke 28 2 0 18 Jan 2022
Causal versus Marginal Shapley Values for Robotic Lever Manipulation Controlled using Deep Reinforcement Learning Sindre Benjamin Remman Inga Strümke A. Lekkas CML 48 7 0 04 Nov 2021
DoWhy: Addressing Challenges in Expressing and Validating Causal Assumptions Amit Sharma Vasilis Syrgkanis Cheng Zhang Emre Kıcıman 78 26 0 27 Aug 2021
Causal Reinforcement Learning using Observational and Interventional Data Maxime Gasse Damien Grasset Guillaume Gaudron Pierre-Yves Oudeyer CML OffRL 85 52 0 28 Jun 2021
Unsuitability of NOTEARS for Causal Graph Discovery Marcus Kaiser Maksim Sipos CML 111 66 0 12 Apr 2021
Causal Shapley Values: Exploiting Causal Knowledge to Explain Individual Predictions of Complex Models Tom Heskes E. Sijben I. G. Bucur Tom Claassen FAtt TDI 118 155 0 03 Nov 2020
Estimating Causal Effects with the Neural Autoregressive Density Estimator Sergio Garrido S. Borysov Jeppe Rich Francisco Câmara Pereira CML 64 7 0 17 Aug 2020
Computational Causal Inference Jeffrey Wong CML AI4CE 44 11 0 21 Jul 2020
70 years of machine learning in geoscience in review Jesper Sören Dramsch VLM AI4CE 107 162 0 16 Jun 2020
Causality from the Point of View of Statistics J. A. Ferreira CML 60 2 0 20 Aug 2019
Neural Network Attributions: A Causal Perspective Aditya Chattopadhyay Piyushi Manupriya Anirban Sarkar V. Balasubramanian CML 102 146 0 06 Feb 2019
Parameter identifiability of discrete Bayesian networks with hidden variables E. Allman J. Rhodes E. Stanghellini Marco Valtorta 174 13 0 02 Jun 2014
Causal Transportability of Experiments on Controllable Subsets of Variables: z-Transportability Sanghack Lee Vasant Honavar 34 10 0 26 Sep 2013
Introduction to Judea Pearl's Do-Calculus Robert R. Tucci 85 21 0 26 Apr 2013
Counterfactual Reasoning and Learning Systems Léon Bottou J. Peters J. Q. Candela Denis Xavier Charles D. M. Chickering Elon Portugaly Dipankar Ray Patrice Y. Simard Edward Snelson CML OffRL 417 787 0 11 Sep 2012