| Dimension Free Generalization Bounds for Non Linear Metric Learning | Feb 7, 2021 | Generalization BoundsMetric Learning | —Unverified | 0 |
| Graph-based Generalization Bounds for Learning Binary Relations | Feb 21, 2013 | Entity ResolutionGeneralization Bounds | —Unverified | 0 |
| Dimension Independent Generalization of DP-SGD for Overparameterized Smooth Convex Optimization | Jun 3, 2022 | Generalization Bounds | —Unverified | 0 |
| Graph Polynomial Convolution Models for Node Classification of Non-Homophilous Graphs | Sep 12, 2022 | Generalization BoundsNode Classification | —Unverified | 0 |
| Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks | Oct 8, 2020 | Generalization Bounds | —Unverified | 0 |
| Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings | Apr 18, 2021 | Generalization BoundsLearning Word Embeddings | —Unverified | 0 |
| Guaranteed Classification via Regularized Similarity Learning | Jun 13, 2013 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Distribution-dependent concentration inequalities for tighter generalization bounds | Jul 19, 2016 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Heating up decision boundaries: isocapacitory saturation, adversarial scenarios and generalization bounds | Jan 15, 2021 | Adversarial AttackAdversarial Defense | —Unverified | 0 |
| Generalization of Model-Agnostic Meta-Learning Algorithms: Recurring and Unseen Tasks | Feb 7, 2021 | Generalization BoundsMeta-Learning | —Unverified | 0 |
