The Inflation Technique for Causal Inference with Latent Variables

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The Inflation Technique for Causal Inference with Latent Variables

2 September 2016

Robert W. Spekkens

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Papers citing "The Inflation Technique for Causal Inference with Latent Variables"

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Title
Symmetric observations without symmetric causal explanations Christian William Patrick Remy Jean-Daniel Bancal Yu Cai N. Brunner Alejandro Pozas-Kerstjens 77 0 0 24 Feb 2025
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses Sourbh Bhadane Joris Mooij Philip A. Boeken O. Zoeter 155 0 0 17 Feb 2025
Negative Shannon Information Hides Networks Maohui Luo 45 0 0 09 Jun 2022
Free gs-monoidal categories and free Markov categories Tobias Fritz Wendong Liang 69 21 0 05 Apr 2022
An Automated Approach to Causal Inference in Discrete Settings Guilherme Duarte N. Finkelstein D. Knox Jonathan Mummolo I. Shpitser 96 49 0 28 Sep 2021
Entropic Inequality Constraints from $e$ -separation Relations in Directed Acyclic Graphs with Hidden Variables N. Finkelstein Beata Zjawin Elie Wolfe I. Shpitser Robert W. Spekkens CML 63 3 0 15 Jul 2021
Causal Networks and Freedom of Choice in Bell's Theorem Rafael Chaves George Moreno E. Polino D. Poderini I. Agresti ... G. Carvacho Elie Wolfe A. Canabarro Robert W. Spekkens F. Sciarrino 54 20 0 12 May 2021
Partial Identifiability in Discrete Data With Measurement Error N. Finkelstein R. Adams Suchi Saria I. Shpitser 83 11 0 23 Dec 2020
Quantifying causal influences in the presence of a quantum common cause M. Gachechiladze N. Miklin Rafael Chaves 49 20 0 02 Jul 2020
Leveraging directed causal discovery to detect latent common causes Ciarán M. Gilligan-Lee Chris Hart Jonathan G. Richens Saurabh Johri CML 109 16 0 22 Oct 2019
Quantum Inflation: A General Approach to Quantum Causal Compatibility Elie Wolfe Alejandro Pozas-Kerstjens Matan Grinberg D. Rosset A. Acín M. Navascués AI4CE 92 56 0 23 Sep 2019
A neural network oracle for quantum nonlocality problems in networks Tamás Kriváchy Yu Cai D. Cavalcanti Arash Tavakoli N. Gisin N. Brunner 64 64 0 24 Jul 2019
The Inflation Technique Completely Solves the Causal Compatibility Problem M. Navascués Elie Wolfe 71 35 0 20 Jul 2017
Semidefinite tests for latent causal structures Aditya Kela Kai Von Prillwitz J. Åberg Rafael Chaves David Gross CML 91 19 0 03 Jan 2017