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higher-order cumulant

6 papers

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Co-occurring keywords · papers mentioning both

latent variable (3) causal structure (3) causal discovery (3) sample complexity (2) statistical limit (1) latent confounder (1) linear non-gaussian acyclic model (1) causal direction (1) neural network (1) non-gaussian data (1)

Papers

Horizontal and Vertical Federated Causal Structure Learning via Higher-order Cumulants AAAI 2026 Causal Effect Identification in lvLiNGAM from Higher-Order Cumulants ICML 2025 Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants AAAI 2024 Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks NeurIPS 2024 Sliding Down the Stairs: How Correlated Latent Variables Accelerate Learning with Neural Networks ICML 2024 Causal Discovery with Latent Confounders Based on Higher-Order Cumulants ICML 2023