Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach

19 January 2024

Papers citing "Interventional Fairness on Partially Known Causal Graphs: A Constrained Optimization Approach"

7 / 7 papers shown

Title
Avoiding Disparity Amplification under Different Worldviews Samuel Yeom Michael Carl Tschantz 34 20 0 26 Aug 2018
Avoiding Discrimination through Causal Reasoning Niki Kilbertus Mateo Rojas-Carulla Giambattista Parascandolo Moritz Hardt Dominik Janzing Bernhard Schölkopf FaML CML 88 579 0 08 Jun 2017
Causal Discovery with Continuous Additive Noise Models Jonas Peters Joris Mooij Dominik Janzing Bernhard Schölkopf CML 84 563 0 26 Sep 2013
Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables Judea Pearl J. M. Robins 72 199 0 20 Feb 2013
Learning Equivalence Classes of Bayesian Networks Structures D. M. Chickering 67 831 0 13 Feb 2013
Order-independent constraint-based causal structure learning Diego Colombo Marloes H. Maathuis CML 90 597 0 14 Nov 2012
A Kernel Method for the Two-Sample Problem Arthur Gretton Karsten Borgwardt Malte J. Rasch Bernhard Schölkopf Alex Smola 166 2,352 0 15 May 2008