Limiting fluctuation and trajectorial stability of multilayer neural
networks with mean field trainingNeural Information Processing Systems (NeurIPS), 2021 |
Global Convergence of Three-layer Neural Networks in the Mean Field
RegimeInternational Conference on Learning Representations (ICLR), 2021 |
Landscape Connectivity and Dropout Stability of SGD Solutions for
Over-parameterized Neural NetworksInternational Conference on Machine Learning (ICML), 2019 |