| DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations | Dec 17, 2023 | Learning TheoryRepresentation Learning | —Unverified | 0 |
| Coordination of Damping Controllers: A Novel Data-Informed Approach for Adaptability | Dec 12, 2023 | Learning Theory | —Unverified | 0 |
| Adaptive Parameter Selection for Kernel Ridge Regression | Dec 10, 2023 | Learning Theoryregression | —Unverified | 0 |
| LSTSVR-PI: Least square twin support vector regression with privileged information | Dec 5, 2023 | Learning Theoryregression | —Unverified | 0 |
| Optimal Sample Complexity of Contrastive Learning | Dec 1, 2023 | Contrastive LearningLearning Theory | —Unverified | 0 |
| Impact of Data Augmentation on QCNNs | Dec 1, 2023 | Data AugmentationLearning Theory | —Unverified | 0 |
| When Is Inductive Inference Possible? | Nov 30, 2023 | Decision MakingLearning Theory | —Unverified | 0 |
| Applying statistical learning theory to deep learning | Nov 26, 2023 | Deep LearningInductive Bias | —Unverified | 0 |
| Stability and L2-penalty in Model Averaging | Nov 23, 2023 | Learning Theorymodel | —Unverified | 0 |
| Information-theoretic generalization bounds for learning from quantum data | Nov 9, 2023 | Generalization BoundsLearning Theory | —Unverified | 0 |