| Adaptive Metric Dimensionality Reduction | Feb 12, 2013 | Dimensionality ReductionGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds for Data-Driven Numerical Linear Algebra | Jun 16, 2022 | Generalization BoundsPAC learning | —Unverified | 0 | 0 |
| Generalization Bounds for Convolutional Neural Networks | Oct 3, 2019 | Generalization Boundsimage-classification | —Unverified | 0 | 0 |
| From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality | Feb 22, 2022 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds for Adversarial Contrastive Learning | Feb 21, 2023 | Contrastive 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 Stopping Rules for Learning with Self-Selected Data | May 12, 2025 | Active LearningGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects | Jan 21, 2020 | Decision MakingDomain Adaptation | —Unverified | 0 | 0 |
| Generalization Bounds and Model Complexity for Kolmogorov-Arnold Networks | Oct 10, 2024 | Generalization BoundsKolmogorov-Arnold Networks | —Unverified | 0 | 0 |
| Generalization Bounds for Dependent Data using Online-to-Batch Conversion | May 22, 2024 | Generalization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds for Domain Adaptation | Apr 4, 2013 | Domain AdaptationGeneralization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds for Equivariant Networks on Markov Data | Mar 1, 2025 | Generalization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds for Gradient Methods via Discrete and Continuous Prior | May 27, 2022 | Generalization BoundsLearning Theory | —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 |
| A PAC-Bayesian Generalization Bound for Equivariant Networks | Oct 24, 2022 | Generalization BoundsInductive Bias | —Unverified | 0 | 0 |
| Generalization bounds and algorithms for estimating conditional average treatment effect of dosage | May 29, 2022 | counterfactualEpidemiology | —Unverified | 0 | 0 |
| Generalization Bounds for Label Noise Stochastic Gradient Descent | Nov 1, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| Generalization bounds for learning under graph-dependence: A survey | Mar 25, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 | 0 |
| Compute-Optimal LLMs Provably Generalize Better With Scale | Apr 21, 2025 | Generalization BoundsQuantization | —Unverified | 0 | 0 |
| Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching | May 30, 2023 | Generalization Bounds | —Unverified | 0 | 0 |
| Generalization Bounds for Message Passing Networks on Mixture of Graphons | Apr 4, 2024 | Generalization Bounds | —Unverified | 0 | 0 |
| Generalization and Representational Limits of Graph Neural Networks | Feb 14, 2020 | Generalization Bounds | —Unverified | 0 | 0 |
| Generalization bounds for mixing processes via delayed online-to-PAC conversions | Jun 18, 2024 | Generalization BoundsTime Series | —Unverified | 0 | 0 |
| Generalization Analysis for Deep Contrastive Representation Learning | Dec 16, 2024 | Contrastive LearningGeneralization Bounds | —Unverified | 0 | 0 |