5 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 1 cited
Phases of learning dynamics in artificial neural networks: with or without mislabeled data
Yu Feng, Yuhai Tu
Despite tremendous success of deep neural network in machine learning, the underlying reason for its superior learning capability remains unclear. Here, we present a framework base…
physics.data-an2020★ 5 cited
How neural networks find generalizable solutions: Self-tuned annealing in deep learning
Yu Feng, Yuhai Tu
Despite the tremendous success of Stochastic Gradient Descent (SGD) algorithm in deep learning, little is known about how SGD finds generalizable solutions in the high-dimensional…