Designing for the Next Click: Bandits for Real-Time Page Layout
为下一次点击而设计：用于实时页面布局的多臂老虎机算法
机构 * Target Corporation（塔吉特公司）
AI总结 该研究提出一种基于LinUCB的上下文多臂老虎机系统，可实时优化电商商品页面布局，在零售平台A/B测试中较启发式基线实现会话级性能正向提升，为Web学习型设计提供可扩展路径。
Comments Accepted to The Web Conference 2026 (short paper track), but later withdrawn due to internal prioritization. Subsequently accepted to the Online & Adaptive Recommender Systems Workshop (held in conjunction with the 20th ACM Conference on Recommender Systems, RecSys 2026)
