Causal Inference by String Diagram Surgery

20 November 2018

Papers citing "Causal Inference by String Diagram Surgery"

10 / 10 papers shown

Title
A Pattern Language for Machine Learning Tasks Benjamin Rodatz Ian Fan Tuomas Laakkonen Neil John Ortega Thomas Hoffman Vincent Wang-Ma'scianica 56 3 0 02 Jul 2024
Active Inference in String Diagrams: A Categorical Account of Predictive Processing and Free Energy Sean Tull Johannes Kleiner T. S. C. Smithe AI4CE 32 0 0 01 Aug 2023
A Measure-Theoretic Axiomatisation of Causality Junhyung Park Simon Buchholz Bernhard Schölkopf Krikamol Muandet 40 5 0 19 May 2023
The d-separation criterion in Categorical Probability Tobias Fritz Andreas Klingler 15 17 0 12 Jul 2022
Causal Explanations for Sequential Decision Making Under Uncertainty Samer B. Nashed Saaduddin Mahmud C. V. Goldman S. Zilberstein CML 46 4 0 30 May 2022
A graphical construction of free Markov categories Yimu Yin 15 1 0 11 Apr 2022
Free gs-monoidal categories and free Markov categories Tobias Fritz Wendong Liang 30 21 0 05 Apr 2022
On the Equivalence of Causal Models: A Category-Theoretic Approach J. Otsuka H. Saigo 31 12 0 18 Jan 2022
Compositional Abstraction Error and a Category of Causal Models E. F. Rischel S. Weichwald 8 26 0 29 Mar 2021
The Logical Essentials of Bayesian Reasoning B. Jacobs Fabio Zanasi 21 39 0 03 Apr 2018