3 papers
cs.LG2025
Architecture independent generalization bounds for overparametrized deep ReLU networks
Anandatheertha Bapu, Thomas Chen, Chun-Kai Kevin Chien +2
We prove that overparametrized neural networks are able to generalize with a test error that is independent of the level of overparametrization, and independent of the Vapnik-Cherv…
math.DG2022
An inverse problem for fractional connection Laplacians
Chun-Kai Kevin Chien
Consider a fractional operator , , for connection Laplacian on a smooth Hermitian vector bundle over a closed, connected Riemannian manifold of di…
math.DS2021
Inelastic Particle Clusters from Cumulative Momenta
Chun-Kai Kevin Chien, Aidan Mager, Laurel Safranek +1
We consider a physical system comprising discrete massive particles on the real line whose trajectories interact via perfectly inelastic collision, also known as sticky particles.…