conftrace_

higher-order cumulant

4 papers

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Co-occurring keywords

causal structure (88) causal discovery (460) statistical limit (2) latent confounder (33) causal direction (24) neural network (6616) non-gaussian datum (2) causal order (6) structural identification (2) spiked cumulant model (1)

Papers

Horizontal and Vertical Federated Causal Structure Learning via Higher-order Cumulants AAAI 2026
Learning from higher-order correlations, efficiently: hypothesis tests, random features, and neural networks NIPS 2024
Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants AAAI 2024
Causal Discovery with Latent Confounders Based on Higher-Order Cumulants ICML 2023