A Neural Mean Embedding Approach for Back-door and Front-door Adjustment

12 October 2022

Papers citing "A Neural Mean Embedding Approach for Back-door and Front-door Adjustment"

6 / 6 papers shown

Title
On Creating a Causally Grounded Usable Rating Method for Assessing the Robustness of Foundation Models Supporting Time Series Kausik Lakkaraju Rachneet Kaur Parisa Zehtabi Sunandita Patra Siva Likitha Valluru Zhen Zeng Biplav Srivastava Marco Valtorta AI4TS 89 0 0 17 Feb 2025
An Overview of Causal Inference using Kernel Embeddings Dino Sejdinovic CML BDL 53 4 0 30 Oct 2024
Automatic debiasing of neural networks via moment-constrained learning Christian L. Hines Oliver J. Hines CML OOD 41 0 0 29 Sep 2024
Rating Multi-Modal Time-Series Forecasting Models (MM-TSFM) for Robustness Through a Causal Lens Kausik Lakkaraju Rachneet Kaur Zhen Zeng Parisa Zehtabi Sunandita Patra Biplav Srivastava Marco Valtorta AI4TS 59 0 0 12 Jun 2024
High Dimensional Causal Inference with Variational Backdoor Adjustment Daniel Israel Aditya Grover Guy Van den Broeck CML 21 0 0 09 Oct 2023
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 127 578 0 27 Feb 2015