generalization error bound

HFedATM: Hierarchical Federated Domain Generalization via Optimal Transport and Regularized Mean Aggregation CVPR 2026 A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning ICML 2025 Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation ICML 2025 Multi-Instance Multi-Label Classification from Crowdsourced Labels AAAI 2025 Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization AAAI 2025 Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? CVPR 2025 Training Data Soft Selection via Joint Density Ratio Estimation ACML 2025 A Closer Look at Curriculum Adversarial Training: From an Online Perspective AAAI 2024 Domain Adaptation with Cauchy-Schwarz Divergence UAI 2024 Improving Generalization in Offline Reinforcement Learning via Adversarial Data Splitting ICML 2024 Label Distribution Learning from Logical Label IJCAI 2024 Statistical Properties of Robust Satisficing ICML 2024 A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm NeurIPS 2023 Don’t fear the unlabelled: safe semi-supervised learning via debiasing ICLR 2023 Generalization error bounds for multiclass sparse linear classifiers JMLR 2023 Label Distribution Changing Learning with Sample Space Expanding JMLR 2023 Tight and fast generalization error bound of graph embedding in metric space ICML 2023 WAT: Improve the Worst-Class Robustness in Adversarial Training AAAI 2023 AdaBlock: SGD with Practical Block Diagonal Matrix Adaptation for Deep Learning AISTATS 2022 Generalization Error Bounds on Deep Learning with Markov Datasets NeurIPS 2022 KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss AAAI 2022 Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings AAAI 2022 Two-layer neural network on infinite dimensional data: global optimization guarantee in the mean-field regime NeurIPS 2022 Algorithmic stability and generalization of an unsupervised feature selection algorithm NeurIPS 2021 Generalization Error Bound for Hyperbolic Ordinal Embedding ICML 2021