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dag structure

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directed acyclic graph (2) causal discovery (2) linear gaussian model (1) text clustering (1) kernel methods (1) neural network (1) exploratory search (1) causal order (1) modular network (1) hierarchical organization (1)

Papers

Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025 The interventional Bayesian Gaussian equivalent score for Bayesian causal inference with unknown soft interventions CLeaR 2025 Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation ACL 2023 Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy to Game NeurIPS 2021 Recursive Sketches for Modular Deep Learning ICML 2019 Learning linear structural equation models in polynomial time and sample complexity AISTATS 2018