| Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions | Jan 27, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| Convex Surrogate Loss Functions for Contextual Pricing with Transaction Data | Feb 16, 2022 | Generalization Bounds | —Unverified | 0 | 0 |
| Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions | Oct 4, 2022 | Contrastive LearningGeneralization Bounds | —Unverified | 0 | 0 |
| A PAC-Bayesian Tutorial with A Dropout Bound | Jul 8, 2013 | Generalization Bounds | —Unverified | 0 | 0 |
| Algorithm-Dependent Generalization Bounds for Overparameterized Deep Residual Networks | Oct 7, 2019 | Generalization Bounds | —Unverified | 0 | 0 |
| Adaptive Metric Dimensionality Reduction | Feb 12, 2013 | Dimensionality ReductionGeneralization Bounds | —Unverified | 0 | 0 |
| From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality | Feb 22, 2022 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Confusion-Based Online Learning and a Passive-Aggressive Scheme | Dec 1, 2012 | Generalization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds and Consistency for Latent Structural Probit and Ramp Loss | Dec 1, 2011 | Generalization Bounds | —Unverified | 0 | 0 |
| Conditioning and Processing: Techniques to Improve Information-Theoretic Generalization Bounds | Dec 1, 2020 | Generalization Bounds | —Unverified | 0 | 0 |
