| Generalization of Graph Neural Networks through the Lens of Homomorphism | Mar 10, 2024 | Generalization Bounds | —Unverified | 0 |
| Introduction to Machine Learning | Sep 4, 2024 | Generalization Bounds | —Unverified | 0 |
| Investigating the Ability of PINNs To Solve Burgers' PDE Near Finite-Time BlowUp | Oct 8, 2023 | Generalization Bounds | —Unverified | 0 |
| Kernel Ridge Regression via Partitioning | Aug 5, 2016 | ClusteringGeneralization Bounds | —Unverified | 0 |
| Knowledge Graph Embedding: A Probabilistic Perspective and Generalization Bounds | Sep 25, 2019 | Generalization BoundsGraph Embedding | —Unverified | 0 |
| Large Language Models as Markov Chains | Oct 3, 2024 | Generalization BoundsIn-Context Learning | —Unverified | 0 |
| Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study | Sep 16, 2022 | Generalization BoundsPolynomial Neural Networks | —Unverified | 0 |
| Learnability with Indirect Supervision Signals | Jun 15, 2020 | Generalization BoundsMulti-class Classification | —Unverified | 0 |
| Failures of model-dependent generalization bounds for least-norm interpolation | Oct 16, 2020 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Generalization of GANs and overparameterized models under Lipschitz continuity | Apr 6, 2021 | Data AugmentationGeneralization Bounds | —Unverified | 0 |
