Search Results for author: Quang-Duy Tran

Found 2 papers, 1 papers with code

Robust Estimation of Causal Heteroscedastic Noise Models

no code implementations15 Dec 2023 Quang-Duy Tran, Bao Duong, Phuoc Nguyen, Thin Nguyen

One solution to this problem is assuming that cause and effect are generated from a structural causal model, enabling identification of the causal direction after estimating the model in each direction.

Differentiable Bayesian Structure Learning with Acyclicity Assurance

1 code implementation4 Sep 2023 Quang-Duy Tran, Phuoc Nguyen, Bao Duong, Thin Nguyen

Score-based approaches in the structure learning task are thriving because of their scalability.

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