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cs.LG2024
Compression Repair for Feedforward Neural Networks Based on Model Equivalence Evaluation
Zihao Mo, Yejiang Yang, Shuaizheng Lu +1
In this paper, we propose a method of repairing compressed Feedforward Neural Networks (FNNs) based on equivalence evaluation of two neural networks. In the repairing framework, a…
cs.LG2021
Robust Optimization Framework for Training Shallow Neural Networks Using Reachability Method
Yejiang Yang, Weiming Xiang
In this paper, a robust optimization framework is developed to train shallow neural networks based on reachability analysis of neural networks. To characterize noises of input data…