14 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2020
MPC-guided Imitation Learning of Neural Network Policies for the Artificial Pancreas
Hongkai Chen, Nicola Paoletti, Scott A. Smolka +1
Even though model predictive control (MPC) is currently the main algorithm for insulin control in the artificial pancreas (AP), it usually requires complex online optimizations, wh…
stat.ML2019★ 14 cited
Generalization Bounds for Convolutional Neural Networks
Shan Lin, Jingwei Zhang
Convolutional neural networks (CNNs) have achieved breakthrough performances in a wide range of applications including image classification, semantic segmentation, and object detec…