| Confusion-Based Online Learning and a Passive-Aggressive Scheme | Dec 1, 2012 | Generalization Bounds | —Unverified | 0 |
| From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality | Feb 22, 2022 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
| Boosting with the Logistic Loss is Consistent | May 13, 2013 | Generalization Bounds | —Unverified | 0 |
| Adaptive Metric Dimensionality Reduction | Feb 12, 2013 | Dimensionality ReductionGeneralization Bounds | —Unverified | 0 |
| Contrastive Learning Can Find An Optimal Basis For Approximately View-Invariant Functions | Oct 4, 2022 | Contrastive LearningGeneralization Bounds | —Unverified | 0 |
| Convex Surrogate Loss Functions for Contextual Pricing with Transaction Data | Feb 16, 2022 | Generalization Bounds | —Unverified | 0 |
| Co-regularization Based Semi-supervised Domain Adaptation | Dec 1, 2010 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Boosting the kernelized shapelets: Theory and algorithms for local features | Sep 5, 2017 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Data Augmentation vs. Equivariant Networks: A Theory of Generalization on Dynamics Forecasting | Jun 19, 2022 | Data AugmentationGeneralization Bounds | —Unverified | 0 |
| A New Perspective on Machine Learning: How to do Perfect Supervised Learning | Jan 7, 2019 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
