2 papers
stat.ML2025
Locally Private Nonparametric Contextual Multi-armed Bandits
Yuheng Ma, Feiyu Jiang, Zifeng Zhao +2
Motivated by privacy concerns in sequential decision-making on sensitive data, we address the challenge of nonparametric contextual multi-armed bandits (MAB) under local differenti…
cs.CL2025
Learning to Retrieve and Reason on Knowledge Graph through Active Self-Reflection
Han Zhang, Langshi Zhou, Hanfang Yang
Extensive research has investigated the integration of large language models (LLMs) with knowledge graphs to enhance the reasoning process. However, understanding how models perfor…