| Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis | Sep 29, 2021 | Few-Shot LearningGeneralization Bounds | CodeCode Available | 0 |
| Robust Generalization of Quadratic Neural Networks via Function Identification | Sep 22, 2021 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Uniform Generalization Bounds for Overparameterized Neural Networks | Sep 13, 2021 | Generalization Bounds | —Unverified | 0 |
| The Impact of Reinitialization on Generalization in Convolutional Neural Networks | Sep 1, 2021 | Generalization Boundsimage-classification | —Unverified | 0 |
| Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank | Aug 24, 2021 | Generalization BoundsNode Classification | —Unverified | 0 |
| Risk Bounds and Calibration for a Smart Predict-then-Optimize Method | Aug 19, 2021 | Decision MakingGeneralization Bounds | —Unverified | 0 |
| Stability and Generalization for Randomized Coordinate Descent | Aug 17, 2021 | Generalization Bounds | —Unverified | 0 |
| Generalization Bounds using Lower Tail Exponents in Stochastic Optimizers | Aug 2, 2021 | Generalization BoundsStochastic Optimization | —Unverified | 0 |
| Generalization bounds for nonparametric regression with β-mixing samples | Aug 2, 2021 | Generalization Boundsregression | —Unverified | 0 |
| Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers | Jul 28, 2021 | Generalization Bounds | —Unverified | 0 |
