Inferring latent structures via information inequalities

Inferring latent structures via information inequalities

8 July 2014

Dominik Janzing

Bernhard Schölkopf

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Papers citing "Inferring latent structures via information inequalities"

14 / 14 papers shown

Title
Bounding probabilities of causation through the causal marginal problem Numair Sani Atalanti A. Mastakouri Dominik Janzing CML 109 4 0 04 Apr 2023
Latent-free equivalent mDAGs R. Evans 64 3 0 14 Sep 2022
Causal inference with imperfect instrumental variables N. Miklin M. Gachechiladze George Moreno Rafael Chaves 57 6 0 04 Nov 2021
Restricted Hidden Cardinality Constraints in Causal Models Beata Zjawin Elie Wolfe Robert W. Spekkens CML 153 3 0 13 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
Quantum causal inference in the presence of hidden common causes: An entropic approach Mohammad Ali Javidian Vaneet Aggarwal Z. Jacob CML 76 2 0 24 Apr 2021
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning Sumedh Anand Sontakke Arash Mehrjou Laurent Itti Bernhard Schölkopf CML 101 63 0 07 Oct 2020
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
Multi-variate correlation and mixtures of product measures Tim Austin 29 6 0 27 Sep 2018
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
Graphs for margins of Bayesian networks R. Evans CML UQCV 121 92 0 08 Aug 2014
Beyond Bell's Theorem II: Scenarios with arbitrary causal structure Tobias Fritz 119 109 0 18 Apr 2014