| 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 |
| Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random | May 24, 2024 | Generalization BoundsMissing Values | —Unverified | 0 |
| Score-based generative models are provably robust: an uncertainty quantification perspective | May 24, 2024 | Generalization BoundsUncertainty Quantification | —Unverified | 0 |
| A rescaling-invariant Lipschitz bound based on path-metrics for modern ReLU network parameterizations | May 23, 2024 | Generalization BoundsNetwork Pruning | —Unverified | 0 |
| Generalization Bounds for Dependent Data using Online-to-Batch Conversion | May 22, 2024 | Generalization Bounds | —Unverified | 0 |
| Adaptive Data Analysis for Growing Data | May 22, 2024 | Generalization Bounds | —Unverified | 0 |
| Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees | May 22, 2024 | Generalization BoundsMeta Reinforcement Learning | —Unverified | 0 |
| Generalization Bounds for Causal Regression: Insights, Guarantees and Sensitivity Analysis | May 15, 2024 | Generalization Boundsregression | CodeCode Available | 0 |
