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graph-based learning

65 papers

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Co-occurring keywords

semi-supervised learning (2341) label propagation (185) graph neural network (3962) active learning (1301) spectral method (204) graph-based method (73) transductive learning (118) manifold regularization (41) regret bound (1926) word embedding (1764)

Papers

SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning AAAI 2025
Collaborative likelihood-ratio estimation over graphs JMLR 2025
Barely Supervised Learning for Graph-Based Fraud Detection AAAI 2024
Graph-Based Self-Learning for Robust Person Re-Identification WACV 2023
Investigating the Effectiveness of Graph-based Algorithm for Bangla Text Classification EMNLP 2023
Graph-Aided Online Multi-Kernel Learning JMLR 2023
Unlabeled Data Help in Graph-Based Semi-Supervised Learning: A Bayesian Nonparametrics Perspective JMLR 2022
Personalized Federated Learning With a Graph IJCAI 2022
Graph-based Multi-View Fusion and Local Adaptation: Mitigating Within-Household Confusability for Speaker Identification INTERSPEECH 2022
Data driven semi-supervised learning NIPS 2021
PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair NIPS 2021
Graph-based semi-supervised learning through the lens of safety UAI 2021
Fast Multi-view Discrete Clustering with Anchor Graphs AAAI 2021
A Distributed Method for Fitting Laplacian Regularized Stratified Models JMLR 2021
Graph-Based Label Propagation for Semi-Supervised Speaker Identification INTERSPEECH 2021
Consistency of Semi-Supervised Learning Algorithms on Graphs: Probit and One-Hot Methods JMLR 2020
On the consistency of graph-based Bayesian semi-supervised learning and the scalability of sampling algorithms JMLR 2020
Uncertainty Aware Graph Gaussian Process for Semi-Supervised Learning AAAI 2020
Understanding the Success of Graph-based Semi-Supervised Learning using Partially Labelled Stochastic Block Model IJCAI 2020
Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates ICML 2020
StratLearner: Learning a Strategy for Misinformation Prevention in Social Networks NIPS 2020
Auto-Encoding Twin-Bottleneck Hashing CVPR 2020
Data-Efficient Semi-Supervised Learning by Reliable Edge Mining CVPR 2020
Matrix Completion for Graph-Based Deep Semi-Supervised Learning AAAI 2019
Graph-Based Semi-Supervised Learning for Natural Language Understanding EMNLP 2019