Ignavier Ng

Causal Discovery with Reinforcement Learning

Shengyu Zhu, Ignavier Ng, Zhitang Chen · arXiv (Cornell University) · 2019 · 87 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

On the Role of Sparsity and DAG Constraints for Learning Linear DAGs

Ignavier Ng, AmirEmad Ghassami, Kun Zhang · arXiv (Cornell University) · 2020 · 57 citations · Full text

Mathematical Programming, Graph Sparsity, Engineering +21

A Graph Autoencoder Approach to Causal Structure Learning

Ignavier Ng, Shengyu Zhu, Zhitang Chen et al. · arXiv (Cornell University) · 2019 · 54 citations · Full text

Artificial Intelligence, Structured Prediction, Engineering +19

Causal Discovery with Reinforcement Learning

Shengyu Zhu, Ignavier Ng, Zhitang Chen · arXiv (Cornell University) · 2020 · 29 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity

Yuhao Kang, Kunlin Wu, Song Gao et al. · International Journal of Geographical Information Systems · 2022 · 29 citations · Full text

Engineering, Spatial Data Mining, Spatial Clustering +17