212 citations · 799 across the 27 of their papers we have counts for
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math.ST2022★ 3 cited
Multiple Descent in the Multiple Random Feature Model
Xuran Meng, Jianfeng Yao, Yuan Cao
Recent works have demonstrated a double descent phenomenon in over-parameterized learning. Although this phenomenon has been investigated by recent works, it has not been fully und…
cs.LG2022★ 20 cited
Benign Overfitting in Two-layer Convolutional Neural Networks
Yuan Cao, Zixiang Chen, Mikhail Belkin +1
Modern neural networks often have great expressive power and can be trained to overfit the training data, while still achieving a good test performance. This phenomenon is referred…