42 citations · 42 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Do stable neural networks exist for classification problems? -- A new view on stability in AI
Z. N. D. Liu, A. C. Hansen
In deep learning (DL) the instability phenomenon is widespread and well documented, most commonly using the classical measure of stability, the Lipschitz constant. While a small Li…
cs.LG2023★ 42 cited
normflows: A PyTorch Package for Normalizing Flows
Vincent Stimper, David Liu, Andrew Campbell +4
Normalizing flows model probability distributions through an expressive tractable density. They transform a simple base distribution, such as a Gaussian, through a sequence of inve…