generalization bound

Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization NeurIPS 2022 Generalization for multiclass classification with overparameterized linear models NeurIPS 2022 Generalization Properties of NAS under Activation and Skip Connection Search NeurIPS 2022 Generalization Through the Lens of Leave-One-Out Error ICLR 2022 Generalized Federated Learning via Sharpness Aware Minimization ICML 2022 Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy NeurIPS 2022 High-Dimensional Projection Pursuit: Outer Bounds and Applications to Interpolation in Neural Networks COLT 2022 High Probability Generalization Bounds with Fast Rates for Minimax Problems ICLR 2022 How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis ICLR 2022 Huber Additive Models for Non-stationary Time Series Analysis ICLR 2022 Improved Fine-Tuning by Better Leveraging Pre-Training Data NeurIPS 2022 Improved Generalization Bounds for Adversarially Robust Learning JMLR 2022 Informed Learning by Wide Neural Networks: Convergence, Generalization and Sampling Complexity ICML 2022 Integral Probability Metrics PAC-Bayes Bounds NeurIPS 2022 Investigating Generalization by Controlling Normalized Margin ICML 2022 KL Guided Domain Adaptation ICLR 2022 Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank ACML 2022 Learnability of Competitive Threshold Models IJCAI 2022 Machine Learning For Elliptic PDEs: Fast Rate Generalization Bound, Neural Scaling Law and Minimax Optimality ICLR 2022 Model Preserving Compression for Neural Networks NeurIPS 2022 Monotone Learning COLT 2022 Multi-Mode Deep Matrix and Tensor Factorization ICLR 2022 Non-Vacuous Generalisation Bounds for Shallow Neural Networks ICML 2022 On Combining Bags to Better Learn from Label Proportions AISTATS 2022 On Leave-One-Out Conditional Mutual Information For Generalization NeurIPS 2022