7 citations · 9 across the 4 of their papers we have counts for
4 papers
Integrating Offline Reinforcement Learning with Transformers for Sequential Recommendation
Xumei Xi, Yuke Zhao, Quan Liu +2
We consider the problem of sequential recommendation, where the current recommendation is made based on past interactions. This recommendation task requires efficient processing of…
Maximum Mean Discrepancy for Generalization in the Presence of Distribution and Missingness Shift
Liwen Ouyang, Aaron Key
Covariate shifts are a common problem in predictive modeling on real-world problems. This paper proposes addressing the covariate shift problem by minimizing Maximum Mean Discrepan…
Estimation of Corporate Greenhouse Gas Emissions via Machine Learning
You Han, Achintya Gopal, Liwen Ouyang +1
As an important step to fulfill the Paris Agreement and achieve net-zero emissions by 2050, the European Commission adopted the most ambitious package of climate impact measures in…
Designed Sampling from Large Databases for Controlled Trials
Liwen Ouyang, Daniel W. Apley, Sanjay Mehrotra
The increasing prevalence of rich sources of data and the availability of electronic medical record databases and electronic registries opens tremendous opportunities for enhancing…