Haoyue Dai

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Conditional Independence

Undirected Graphical Models

Measurement Error

Top Venues

Publications

Haoyue Dai, Ignavier Ng, Gongxu Luo, Peter Spirtes, Petar Stojanov, Kun Zhang
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View. ICLR (2024)
Xinshuai Dong, Haoyue Dai, Yewen Fan, Songyao Jin, Sathyamoorthy Rajendran, Kun Zhang
On the Three Demons in Causality in Finance: Time Resolution, Nonstationarity, and Latent Factors. CoRR (2024)
Haoyue Dai, Ignavier Ng, Yujia Zheng, Zhengqing Gao, Kun Zhang
Local Causal Discovery with Linear non-Gaussian Cyclic Models. CoRR (2024)
Haoyue Dai, Ignavier Ng, Yujia Zheng, Zhengqing Gao, Kun Zhang
Local Causal Discovery with Linear non-Gaussian Cyclic Models. AISTATS (2024)
Haoyue Dai, Ignavier Ng, Gongxu Luo, Peter Spirtes, Petar Stojanov, Kun Zhang
Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View. CoRR (2024)
Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang
ML4C: Seeing Causality Through Latent Vicinity. SDM (2023)
Haoyue Dai, Peter Spirtes, Kun Zhang
Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models. CoRR (2022)
Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang
ML4S: Learning Causal Skeleton from Vicinal Graphs. KDD (2022)
Haoyue Dai, Peter Spirtes, Kun Zhang
Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models. NeurIPS (2022)
Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang
ML4C: Seeing Causality Through Latent Vicinity. CoRR (2021)
Haoyue Dai
What do CNN neurons learn: Visualization & Clustering. CoRR (2020)