Uniform Convergence with Square-Root Lipschitz Loss.
Lijia ZhouZhen DaiFrederic KoehlerNathan SrebroPublished in: CoRR (2023)
Keyphrases
- shape analysis
- square root
- uniform convergence
- euclidean space
- reproducing kernel hilbert space
- vc dimension
- riemannian manifolds
- sufficient conditions
- risk minimization
- floating point
- arrival rate
- real valued
- generalization error
- probability density function
- steady state
- sample complexity
- metric space
- loss function
- upper bound