2 papers
cs.CL2024
Adaptive Self-Supervised Learning Strategies for Dynamic On-Device LLM Personalization
Rafael Mendoza, Isabella Cruz, Richard Liu +4
Large language models (LLMs) have revolutionized how we interact with technology, but their personalization to individual user preferences remains a significant challenge, particul…
cs.CR2024
Scalable Differential Privacy Mechanisms for Real-Time Machine Learning Applications
Jessica Smith, David Williams, Emily Brown
Large language models (LLMs) are increasingly integrated into real-time machine learning applications, where safeguarding user privacy is paramount. Traditional differential privac…