model complexity
- Automated Model Discovery via Multi-modal & Multi-step Pipeline
- Functional Complexity-adaptive Temporal Tensor Decomposition
- Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
- Rethinking the Role of Verbatim Memorization in LLM Privacy
- Simple and Efficient Heterogeneous Temporal Graph Neural Network
- The $\varphi$ Curve: The Shape of Generalization through the Lens of Norm-based Capacity Control
- Which Algorithms Have Tight Generalization Bounds?