Towards Robust Relational Causal Discovery

Towards Robust Relational Causal Discovery

5 December 2019

Vasant Honavar

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Papers citing "Towards Robust Relational Causal Discovery"

9 / 9 papers shown

Title
Ancestral Causal Inference Sara Magliacane Tom Claassen Joris M. Mooij CML 92 63 0 22 Jun 2016
Constraint-based Causal Discovery from Multiple Interventions over Overlapping Variable Sets Sofia Triantafillou Ioannis Tsamardinos CML 149 151 0 10 Mar 2014
A Sound and Complete Algorithm for Learning Causal Models from Relational Data Marc E. Maier Katerina Marazopoulou David Arbour David D. Jensen CML 76 57 0 26 Sep 2013
Discovering Cyclic Causal Models with Latent Variables: A General SAT-Based Procedure Antti Hyttinen P. Hoyer F. Eberhardt Matti Järvisalo CML 92 90 0 26 Sep 2013
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 206 447 0 20 Feb 2013
A Hybrid Anytime Algorithm for the Constructiion of Causal Models From Sparse Data D. Dash Marek J Druzdzel CML 96 109 0 23 Jan 2013
Order-independent constraint-based causal structure learning Diego Colombo Marloes H. Maathuis CML 132 606 0 14 Nov 2012
Adjacency-Faithfulness and Conservative Causal Inference Joseph Ramsey Jiji Zhang Peter Spirtes 114 276 0 27 Jun 2012
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 239 2,365 0 15 May 2008