Identifying Independencies in Causal Graphs with Feedback

13 February 2013

Papers citing "Identifying Independencies in Causal Graphs with Feedback"

21 / 21 papers shown

Title
Robust Causal Analysis of Linear Cyclic Systems With Hidden Confounders Boris Lorbeer Axel Küpper 79 0 0 18 Nov 2024
Characterising Interventions in Causal Games Manuj Mishra James Fox Michael Wooldridge CML 21 0 0 13 Jun 2024
Characterizing Signalling: Connections between Causal Inference and Space-time Geometry Maarten Grothus V. Vilasini 16 1 0 01 Mar 2024
Establishing Markov Equivalence in Cyclic Directed Graphs Tom Claassen Joris M. Mooij 8 2 0 01 Sep 2023
No Fair Lunch: A Causal Perspective on Dataset Bias in Machine Learning for Medical Imaging Charles Jones Daniel Coelho De Castro Fabio De Sousa Ribeiro Ozan Oktay Melissa McCradden Ben Glocker FaML CML 30 9 0 31 Jul 2023
On the Foundations of Cycles in Bayesian Networks C. Baier Clemens Dubslaff Holger Hermanns Nikolai Käfer 14 3 0 20 Jan 2023
Dynamic Causal Bayesian Optimization Virginia Aglietti Neil Dhir Javier I. González Theodoros Damoulas 18 22 0 26 Oct 2021
Cycles in Causal Learning Katie Everett Ian S. Fischer CML 12 0 0 24 Jul 2020
Structural causal models for macro-variables in time-series Dominik Janzing Paul Kishan Rubenstein Bernhard Schölkopf CML 11 6 0 11 Apr 2018
Interaction-Based Distributed Learning in Cyber-Physical and Social Networks Francesco Sasso A. Coluccia G. Notarstefano FedML 13 8 0 13 Jun 2017
Exact Topology Reconstruction of Radial Dynamical Systems with Applications to Distribution System of the Power Grid Saurav Talukdar Deepjyoti Deka D. Materassi M. Salapaka 14 30 0 02 Mar 2017
Foundations of Structural Causal Models with Cycles and Latent Variables Stephan Bongers Patrick Forré J. Peters Joris M. Mooij 24 156 0 18 Nov 2016
Markov Boundary Discovery with Ridge Regularized Linear Models Eric V. Strobl Shyam Visweswaran 15 7 0 14 Sep 2015
From Ordinary Differential Equations to Structural Causal Models: the deterministic case Joris Mooij Dominik Janzing Bernhard Schölkopf 68 101 0 09 Aug 2014
Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure Antti Hyttinen P. Hoyer F. Eberhardt Matti Järvisalo CML 34 89 0 26 Sep 2013
Reasoning about Independence in Probabilistic Models of Relational Data Marc E. Maier Katerina Marazopoulou David D. Jensen 34 34 0 18 Feb 2013
A Discovery Algorithm for Directed Cyclic Graphs Thomas S. Richardson CML 78 193 0 13 Feb 2013
Bayes-Ball: The Rational Pastime (for Determining Irrelevance and Requisite Information in Belief Networks and Influence Diagrams) Ross D. Shachter 29 243 0 30 Jan 2013
Asymmetric separation for local independence graphs Vanessa Didelez 44 20 0 27 Jun 2012
Modeling Discrete Interventional Data using Directed Cyclic Graphical Models Mark W. Schmidt Kevin P. Murphy 87 41 0 09 May 2012
On Deducing Conditional Independence from d-Separation in Causal Graphs with Feedback (Research Note) Radford M. Neal CML 44 52 0 01 Jun 2011