Interventional Experiment Design for Causal Structure Learning

12 October 2019

Papers citing "Interventional Experiment Design for Causal Structure Learning"

8 / 8 papers shown

Title
Event-Triggered Nonlinear Model Predictive Control for Cooperative Cable-Suspended Payload Transportation with Multi-Quadrotors Tohid Kargar Tasooji Sakineh Khodadadi Guangjun Liu 78 0 0 26 Mar 2025
$Trust Your $\nabla$: Gradient-based Intervention Targeting for Causal Discovery$ Trust Your $\nabla$ : Gradient-based Intervention Targeting for Causal Discovery Mateusz Olko Michal Zajac A. Nowak Nino Scherrer Yashas Annadani Stefan Bauer Lukasz Kucinski Piotr Milos CML 138 2 0 24 Nov 2022
A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models Ehsan Mokhtarian Saber Salehkaleybar AmirEmad Ghassami Negar Kiyavash 89 3 0 20 May 2022
Learning Neural Causal Models with Active Interventions Nino Scherrer O. Bilaniuk Yashas Annadani Anirudh Goyal Patrick Schwab Bernhard Schölkopf Michael C. Mozer Yoshua Bengio Stefan Bauer Nan Rosemary Ke CML 123 44 0 06 Sep 2021
Collaborative Causal Discovery with Atomic Interventions Raghavendra Addanki S. Kasiviswanathan 91 4 0 06 Jun 2021
Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning Scott Sussex Andreas Krause Caroline Uhler CML 92 20 0 28 May 2021
Disentangling Observed Causal Effects from Latent Confounders using Method of Moments Anqi Liu Hao Liu Tongxin Li Saeed Karimi-Bidhendi Yisong Yue Anima Anandkumar CML 66 3 0 17 Jan 2021
Active Invariant Causal Prediction: Experiment Selection through Stability Juan L. Gamella C. Heinze-Deml OOD 61 46 0 10 Jun 2020