| On the Limitations of Fractal Dimension as a Measure of Generalization | Jun 4, 2024 | Generalization BoundsLearning Theory | CodeCode Available | 0 |
| Generalization Bound and New Algorithm for Clean-Label Backdoor Attack | Jun 2, 2024 | Backdoor AttackData Poisoning | CodeCode Available | 0 |
| Length independent generalization bounds for deep SSM architectures | May 30, 2024 | Generalization BoundsState Space Models | —Unverified | 0 |
| A Margin-based Multiclass Generalization Bound via Geometric Complexity | May 28, 2024 | Generalization Bounds | —Unverified | 0 |
| Higher-Order Transformer Derivative Estimates for Explicit Pathwise Learning Guarantees | May 26, 2024 | Generalization Bounds | —Unverified | 0 |
| Score-based generative models are provably robust: an uncertainty quantification perspective | May 24, 2024 | Generalization BoundsUncertainty Quantification | —Unverified | 0 |
| Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random | May 24, 2024 | Generalization BoundsMissing Values | —Unverified | 0 |
| A rescaling-invariant Lipschitz bound based on path-metrics for modern ReLU network parameterizations | May 23, 2024 | Generalization BoundsNetwork Pruning | —Unverified | 0 |
| Adaptive Data Analysis for Growing Data | May 22, 2024 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Dependent Data using Online-to-Batch Conversion | May 22, 2024 | Generalization Bounds | —Unverified | 0 |
