Learning Decision Policies with Instrumental Variables through Double Machine Learningby Daqian Shao, Ashkan Soleymani, Francesco…
Improving Transformers with Dynamically Composable Multi-Head Attentionby Da Xiao, Qingye Meng, Shengping Li, Xingyuan YuanFirst…
Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interferenceby Sahara…
Data Valuation with Gradient Similarityby Nathaniel J. Evans, Gordon B. Mills, Guanming Wu, Xubo Song,…
Additive-Effect Assisted Learningby Jiawei Zhang, Yuhong Yang, Jie DingFirst submitted to arxiv on: 13 May…
A Deep Dive into the Factors Influencing Financial Success: A Machine Learning Approachby Michael Zhou,…
Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementationby Yacine Izza, Xuanxiang Huang, Antonio Morgado, Jordi Planes,…
Translating Expert Intuition into Quantifiable Features: Encode Investigator Domain Knowledge via LLM for Enhanced Predictive…
Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutionsby Tian Xie, Xueru ZhangFirst…
Predicting Ship Responses in Different Seaways using a Generalizable Force Correcting Machine Learning Methodby Kyle…