Causal Abstraction with Soft Interventions

Causal Abstraction with Soft Interventions

22 November 2022

Riccardo Massidda

Papers citing "Causal Abstraction with Soft Interventions"

12 / 12 papers shown

Title
I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? Yuhang Liu Dong Gong Erdun Gao Zhen Zhang Zhen Zhang Biwei Huang Anton van den Hengel Javen Qinfeng Shi Javen Qinfeng Shi 422 0 0 12 Mar 2025
Aligning Graphical and Functional Causal Abstractions Wilem Schooltink Fabio Massimo Zennaro 132 2 0 22 Dec 2024
Abstraction between Structural Causal Models: A Review of Definitions and Properties Fabio Massimo Zennaro 30 11 0 18 Jul 2022
Causal Structure Learning: a Combinatorial Perspective C. Squires Caroline Uhler CML 78 47 0 02 Jun 2022
Causal Abstractions of Neural Networks Atticus Geiger Hanson Lu Thomas Icard Christopher Potts NAI CML 71 243 0 06 Jun 2021
Compositional Abstraction Error and a Category of Causal Models E. F. Rischel S. Weichwald 65 27 0 29 Mar 2021
Approximate Causal Abstraction Sander Beckers F. Eberhardt Joseph Y. Halpern 56 52 0 27 Jun 2019
Abstracting Causal Models Sander Beckers Joseph Y. Halpern 72 106 0 10 Dec 2018
Causal Consistency of Structural Equation Models Paul Kishan Rubenstein S. Weichwald Stephan Bongers Joris M. Mooij Dominik Janzing Moritz Grosse-Wentrup Bernhard Schölkopf CML 81 127 0 04 Jul 2017
Foundations of Structural Causal Models with Cycles and Latent Variables Stephan Bongers Patrick Forré J. Peters Joris M. Mooij 52 165 0 18 Nov 2016
Review of Fall Detection Techniques: A Data Availability Perspective Shehroz S. Khan Jesse Hoey 30 37 0 30 May 2016
Visual Causal Feature Learning Krzysztof Chalupka Pietro Perona F. Eberhardt CML OOD 86 140 0 07 Dec 2014