{"total":29,"rows":[{"id":"2106.13799","title":"Assessing Generalization of SGD via Disagreement","created":"2021-06-25","cited_by_count":117,"area":null},{"id":"2110.15777","title":"GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily","created":"2021-10-29","cited_by_count":84,"area":null},{"id":"2108.10860","title":"Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density","created":"2021-08-24","cited_by_count":44,"area":null},{"id":"2106.03314","title":"Measuring Generalization with Optimal Transport","created":"2021-06-07","cited_by_count":25,"area":null},{"id":"2302.06299","title":"Homophily-oriented Heterogeneous Graph Rewiring","created":"2023-02-13","cited_by_count":18,"area":null},{"id":"2106.04765","title":"Predicting Deep Neural Network Generalization with Perturbation Response Curves","created":"2021-06-09","cited_by_count":14,"area":null},{"id":"2208.07012","title":"MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution","created":"2022-08-15","cited_by_count":11,"area":null},{"id":"2203.12330","title":"Predicting the generalization gap in neural networks using topological data analysis","created":"2022-03-23","cited_by_count":9,"area":null},{"id":"2412.00742","title":"Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective","created":"2024-12-01","cited_by_count":7,"area":null},{"id":"2111.14212","title":"On Predicting Generalization using GANs","created":"2021-11-28","cited_by_count":6,"area":null},{"id":"2201.09209","title":"Weight Expansion: A New Perspective on Dropout and Generalization","created":"2022-01-23","cited_by_count":6,"area":null},{"id":"2405.16731","title":"Pretraining with Random Noise for Fast and Robust Learning without Weight Transport","created":"2024-05-27","cited_by_count":5,"area":null},{"id":"2111.15414","title":"Neuron with Steady Response Leads to Better Generalization","created":"2021-11-30","cited_by_count":4,"area":null},{"id":"2308.15466","title":"Input margins can predict generalization too","created":"2023-08-29","cited_by_count":4,"area":null},{"id":"2406.01757","title":"Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities","created":"2024-06-03","cited_by_count":4,"area":null},{"id":"2406.04047","title":"Slicing Mutual Information Generalization Bounds for Neural Networks","created":"2024-06-06","cited_by_count":4,"area":null},{"id":"2411.02279","title":"Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks","created":"2024-11-04","cited_by_count":4,"area":null},{"id":"2104.03469","title":"Gi and Pal Scores: Deep Neural Network Generalization Statistics","created":"2021-04-08","cited_by_count":3,"area":null},{"id":"2110.12259","title":"In Search of Probeable Generalization Measures","created":"2021-10-23","cited_by_count":2,"area":null},{"id":"2110.13968","title":"On the Effects of Artificial Data Modification","created":"2021-10-26","cited_by_count":2,"area":null},{"id":"2212.06461","title":"A Statistical Model for Predicting Generalization in Few-Shot Classification","created":"2022-12-13","cited_by_count":2,"area":null},{"id":"2302.06925","title":"The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs","created":"2023-02-14","cited_by_count":1,"area":null},{"id":"2305.15563","title":"Fantastic DNN Classifiers and How to Identify them without Data","created":"2023-05-24","cited_by_count":1,"area":null},{"id":"2311.04016","title":"Exploring Dataset-Scale Indicators of Data Quality","created":"2023-11-07","cited_by_count":1,"area":null},{"id":"2409.01498","title":"A practical generalization metric for deep networks benchmarking","created":"2024-09-02","cited_by_count":1,"area":null},{"id":"2110.08922","title":"Explaining generalization in deep learning: progress and fundamental limits","created":"2021-10-17","cited_by_count":0,"area":null},{"id":"2207.12505","title":"On the benefits of non-linear weight updates","created":"2022-07-25","cited_by_count":0,"area":null},{"id":"2411.04695","title":"Is network fragmentation a useful complexity measure?","created":"2024-11-07","cited_by_count":0,"area":null},{"id":"2603.09257","title":"Transductive Generalization via Optimal Transport and Its Application to Graph Node Classification","created":"2026-03-10","cited_by_count":0,"area":null}],"next_cursor":null}