Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGA

Zehuan Zhang, Hongxiang Fan, Hao Mark Chen +2

The increasing deployment of artificial intelligence (AI) for critical decision-making amplifies the necessity for trustworthy AI, where uncertainty estimation plays a pivotal role…