Efficient Differentiable Discovery of Causal Order

11 October 2024

Papers citing "Efficient Differentiable Discovery of Causal Order"

8 / 8 papers shown

Title
Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm Mathieu Chevalley Patrick Schwab Arash Mehrjou 117 1 0 28 May 2024
Causality-oriented robustness: exploiting general noise interventions Xinwei Shen Peter Buhlmann Armeen Taeb OOD 110 9 0 18 Jul 2023
Amortized Inference for Causal Structure Learning Lars Lorch Scott Sussex Jonas Rothfuss Andreas Krause Bernhard Schölkopf CML 104 65 0 25 May 2022
Score matching enables causal discovery of nonlinear additive noise models Paul Rolland Volkan Cevher Matthäus Kleindessner Chris Russel Bernhard Schölkopf Dominik Janzing Francesco Locatello CML 90 90 0 08 Mar 2022
Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy To Game Alexander G. Reisach C. Seiler S. Weichwald CML 68 142 0 26 Feb 2021
Gradient-Based Neural DAG Learning Sébastien Lachapelle P. Brouillard T. Deleu Simon Lacoste-Julien BDL CML 64 275 0 05 Jun 2019
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 220 4,288 0 04 Jun 2013
Ranking via Sinkhorn Propagation Ryan P. Adams R. Zemel 98 148 0 09 Jun 2011