Scalable Intervention Target Estimation in Linear Models

15 November 2021

Papers citing "Scalable Intervention Target Estimation in Linear Models"

5 / 5 papers shown

Title
Privacy Amplification by Iteration for ADMM with (Strongly) Convex Objective Functions T.-H. Hubert Chan Hao Xie Mengshi Zhao 37 1 0 14 Dec 2023
Learning Unknown Intervention Targets in Structural Causal Models from Heterogeneous Data Yuqin Yang Saber Salehkaleybar Negar Kiyavash CML 23 1 0 11 Dec 2023
iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models Tianyu Chen Kevin Bello Bryon Aragam Pradeep Ravikumar CML 30 1 0 30 Jun 2023
Learning Linear Causal Representations from Interventions under General Nonlinear Mixing Simon Buchholz Goutham Rajendran Elan Rosenfeld Bryon Aragam Bernhard Schölkopf Pradeep Ravikumar CML 34 58 0 04 Jun 2023
Linear Causal Disentanglement via Interventions C. Squires A. Seigal Salil Bhate Caroline Uhler CML 29 66 0 29 Nov 2022