Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference

Md Musfiqur Rahman; Murat Kocaoglu

2024 ICML ICML 2024

Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Knowledge & Reasoning

Authors

Md Musfiqur Rahman, Murat Kocaoglu

Topics

Artificial Intelligence > Core AI > Causal Inference Knowledge & Reasoning > Representation > Knowledge Graphs Knowledge & Reasoning > Reasoning > Causal Inference

Keywords

causal inference adversarial training generative model pre-trained model latent confounder identifiable causal queries

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