| Compute-Optimal LLMs Provably Generalize Better With Scale | Apr 21, 2025 | Generalization BoundsQuantization | —Unverified | 0 |
| Generalization Bounds in Hybrid Quantum-Classical Machine Learning Models | Apr 11, 2025 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Architecture independent generalization bounds for overparametrized deep ReLU networks | Apr 8, 2025 | Generalization Bounds | —Unverified | 0 |
| Improving Equivariant Networks with Probabilistic Symmetry Breaking | Mar 27, 2025 | Generalization BoundsInductive Bias | —Unverified | 0 |
| Non-vacuous Generalization Bounds for Deep Neural Networks without any modification to the trained models | Mar 10, 2025 | Generalization BoundsQuantization | —Unverified | 0 |
| Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Ability | Mar 6, 2025 | AttributeGeneralization Bounds | —Unverified | 0 |
| Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning | Mar 3, 2025 | Generalization BoundsMetric Learning | —Unverified | 0 |
| Generalization Bounds for Equivariant Networks on Markov Data | Mar 1, 2025 | Generalization Bounds | —Unverified | 0 |
| Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization | Feb 24, 2025 | Generalization BoundsIn-Context Learning | —Unverified | 0 |
| Improved Margin Generalization Bounds for Voting Classifiers | Feb 23, 2025 | Generalization Bounds | —Unverified | 0 |
