55 citations · 55 across the 3 of their papers we have counts for
3 papers
Privately Fine-Tuning Large Language Models with Differential Privacy
Rouzbeh Behnia, Mohamamdreza Ebrahimi, Jason Pacheco +1
Pre-trained Large Language Models (LLMs) are an integral part of modern AI that have led to breakthrough performances in complex AI tasks. Major AI companies with expensive infrast…
Network-level Safety Metrics for Overall Traffic Safety Assessment: A Case Study
Xiwen Chen, Hao Wang, Abolfazl Razi +6
Driving safety analysis has recently experienced unprecedented improvements thanks to technological advances in precise positioning sensors, artificial intelligence (AI)-based safe…
Lightweight Data Fusion with Conjugate Mappings
Christopher L. Dean, Stephen J. Lee, Jason Pacheco +1
We present an approach to data fusion that combines the interpretability of structured probabilistic graphical models with the flexibility of neural networks. The proposed method,…