| Generalization Bounds and Representation Learning for Estimation of Potential Outcomes and Causal Effects | Jan 21, 2020 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Generalization Bounds and Stopping Rules for Learning with Self-Selected Data | May 12, 2025 | Active LearningGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds for Adversarial Contrastive Learning | Feb 21, 2023 | Contrastive LearningGeneralization Bounds | —Unverified | 0 |
| Confusion-Based Online Learning and a Passive-Aggressive Scheme | Dec 1, 2012 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Convolutional Neural Networks | Oct 3, 2019 | Generalization Boundsimage-classification | —Unverified | 0 |
| Generalization Bounds for Data-Driven Numerical Linear Algebra | Jun 16, 2022 | Generalization BoundsPAC learning | —Unverified | 0 |
| Generalization bounds for deep learning | Dec 7, 2020 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| Compressive Sensing and Neural Networks from a Statistical Learning Perspective | Oct 29, 2020 | Compressive SensingDictionary Learning | —Unverified | 0 |
| Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy | Sep 13, 2022 | Generalization BoundsTransfer Learning | —Unverified | 0 |
| Generalization Bounds for Dependent Data using Online-to-Batch Conversion | May 22, 2024 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Domain Adaptation | Apr 4, 2013 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds for Equivariant Networks on Markov Data | Mar 1, 2025 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Gradient Methods via Discrete and Continuous Prior | May 27, 2022 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Convex Surrogate Loss Functions for Contextual Pricing with Transaction Data | Feb 16, 2022 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic | Dec 1, 2021 | Generalization BoundsGraph Embedding | —Unverified | 0 |
| Co-regularization Based Semi-supervised Domain Adaptation | Dec 1, 2010 | Domain AdaptationGeneralization Bounds | —Unverified | 0 |
| A Functional Perspective on Learning Symmetric Functions with Neural Networks | Aug 16, 2020 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Label Noise Stochastic Gradient Descent | Nov 1, 2023 | Generalization Bounds | —Unverified | 0 |
| Distribution-dependent concentration inequalities for tighter generalization bounds | Jul 19, 2016 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Data Augmentation vs. Equivariant Networks: A Theory of Generalization on Dynamics Forecasting | Jun 19, 2022 | Data AugmentationGeneralization Bounds | —Unverified | 0 |
| Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching | May 30, 2023 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds for Message Passing Networks on Mixture of Graphons | Apr 4, 2024 | Generalization Bounds | —Unverified | 0 |
| Data-dependent Generalization Bounds for Multi-class Classification | Jun 29, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Generalization bounds for mixing processes via delayed online-to-PAC conversions | Jun 18, 2024 | Generalization BoundsTime Series | —Unverified | 0 |
| Dissecting Hessian: Understanding Common Structure of Hessian in Neural Networks | Oct 8, 2020 | Generalization Bounds | —Unverified | 0 |