2 papers
cs.AR2025
3D Guard-Layer: An Integrated Agentic AI Safety System for Edge Artificial Intelligence
Eren Kurshan, Yuan Xie, Paul Franzon
AI systems have found a wide range of real-world applications in recent years. The adoption of edge artificial intelligence, embedding AI directly into edge devices, is rapidly gro…
stat.ML2025
Adaptive Linear Embedding for Nonstationary High-Dimensional Optimization
Yuejiang Wen, Paul D. Franzon
Bayesian Optimization (BO) in high-dimensional spaces remains fundamentally limited by the curse of dimensionality and the rigidity of global low-dimensional assumptions. While Ran…