Nonlinear Causal Discovery for High Dimensional Data: A Kernelized Trace Method

Author:

Chen Zhitang,Zhang Kun,Chan Laiwan

Publisher

IEEE

Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Steps towards causal Formal Concept Analysis;International Journal of Approximate Reasoning;2022-03

2. Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery;2021 IEEE Third International Conference on Cognitive Machine Intelligence (CogMI);2021-12

3. Nonlinear Causal Discovery for High-Dimensional Deterministic Data;IEEE Transactions on Neural Networks and Learning Systems;2021

4. Causal Inference on Multivariate and Mixed-Type Data;Machine Learning and Knowledge Discovery in Databases;2019

5. Non-linear Causal Inference Using Gaussianity Measures;Cause Effect Pairs in Machine Learning;2019

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