Chuanhou Gao

Online Interaction Detection for Click-Through Rate Prediction

2021 · arXiv (Cornell University)

Click-Through Rate prediction aims to predict the ratio of clicks to impressions of a specific link. This is a challenging task since (1) there are usually categorical features, and the inputs will be extremely high-dimensional …

Intersecting the Markov Blankets of Endogenous and Exogenous Variables for Causal Discovery

2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence

Exogenous variables are specially used in Structural Causal Models (SCM), which, however, have some characteristics that are still useful under the property of the Bayesian network. In this paper, we propose a novel causal discovery …