Matching a Desired Causal State via Shift Interventions

5 July 2021

Papers citing "Matching a Desired Causal State via Shift Interventions"

13 / 13 papers shown

Title
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View Haoyue Dai Ignavier Ng Gongxu Luo Peter Spirtes P. Stojanov Anton van den Hengel CML 32 6 0 21 Mar 2024
Meek Separators and Their Applications in Targeted Causal Discovery Kirankumar Shiragur Jiaqi Zhang Caroline Uhler CML 29 2 0 30 Oct 2023
Robust Causal Bandits for Linear Models Zirui Yan Arpan Mukherjee Burak Varici A. Tajer CML 22 4 0 30 Oct 2023
Causal Modeling with Stationary Diffusions Lars Lorch Andreas Krause Bernhard Schölkopf DiffM 20 8 0 26 Oct 2023
Adversarial Causal Bayesian Optimization Scott Sussex Pier Giuseppe Sessa A. Makarova Andreas Krause 14 3 0 31 Jul 2023
Identifiability Guarantees for Causal Disentanglement from Soft Interventions Jiaqi Zhang C. Squires Kristjan Greenewald Akash Srivastava Karthikeyan Shanmugam Caroline Uhler CML 51 53 0 12 Jul 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
Discovering Optimal Scoring Mechanisms in Causal Strategic Prediction Tom Yan Shantanu Gupta Zachary Chase Lipton CML 29 1 0 14 Feb 2023
Active Learning for Optimal Intervention Design in Causal Models Jiaqi Zhang Louis V. Cammarata C. Squires T. Sapsis Caroline Uhler CML 43 24 0 10 Sep 2022
Neural Design for Genetic Perturbation Experiments Aldo Pacchiano Drausin Wulsin Robert A. Barton L. Voloch 32 4 0 26 Jul 2022
Causal Structure Learning: a Combinatorial Perspective C. Squires Caroline Uhler CML 33 46 0 02 Jun 2022
Interventions, Where and How? Experimental Design for Causal Models at Scale P. Tigas Yashas Annadani Andrew Jesson Bernhard Schölkopf Y. Gal Stefan Bauer CML 34 48 0 03 Mar 2022
Causal Inference and Causal Explanation with Background Knowledge Christopher Meek CML 224 628 0 20 Feb 2013