| Generalization Performance of Hypergraph Neural Networks | Jan 22, 2025 | Generalization Bounds | CodeCode Available | 0 |
| Understanding the Generalization Benefit of Model Invariance from a Data Perspective | Nov 10, 2021 | Generalization Bounds | CodeCode Available | 0 |
| Learning Non-Vacuous Generalization Bounds from Optimization | Jun 9, 2022 | Generalization Boundsvalid | CodeCode Available | 0 |
| Generalization Through The Lens Of Leave-One-Out Error | Mar 7, 2022 | Generalization BoundsTransfer Learning | CodeCode Available | 0 |
| Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures | Feb 19, 2024 | Generalization BoundsLearning Theory | CodeCode Available | 0 |
| Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses | Sep 26, 2024 | Generalization Boundsvalid | CodeCode Available | 0 |
| Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses | Jul 3, 2019 | Generalization Boundsregression | CodeCode Available | 0 |
| Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation | Apr 4, 2023 | Domain AdaptationGeneralization Bounds | CodeCode Available | 0 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 |
| A Surprising Linear Relationship Predicts Test Performance in Deep Networks | Jul 25, 2018 | General ClassificationGeneralization Bounds | CodeCode Available | 0 |
