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spectral method

204 papers

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Co-occurring keywords

graph neural network (3962) community detection (276) stochastic block model (146) tensor decomposition (375) manifold learning (403) spectral analysis (239) semi-supervised learning (2341) matrix completion (356) unsupervised learning (3264) sample complexity (1169)

Papers

DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters NIPS 2019
Solving Interpretable Kernel Dimensionality Reduction NIPS 2019
Robustness of Spectral Methods for Community Detection COLT 2019
Spectral Approximate Inference ICML 2019
ProNE: Fast and Scalable Network Representation Learning IJCAI 2019
Structured Graph Learning Via Laplacian Spectral Constraints NIPS 2019
Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering NIPS 2019
HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs NIPS 2019
Neural Diffusion Distance for Image Segmentation NIPS 2019
A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening NIPS 2019
EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition ACL 2019
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks NIPS 2019
Spectral Modification of Graphs for Improved Spectral Clustering NIPS 2019
Learning Binary Latent Variable Models: A Tensor Eigenpair Approach ICML 2018
Community Detection and Stochastic Block Models: Recent Developments JMLR 2018
Linear Spectral Estimators and an Application to Phase Retrieval ICML 2018
A Spectral View of Adversarially Robust Features NIPS 2018
Rates of Convergence of Spectral Methods for Graphon Estimation ICML 2018
Stochastic Spectral and Conjugate Descent Methods NIPS 2018
Provable Estimation of the Number of Blocks in Block Models AISTATS 2018
Fast Spectral Ranking for Similarity Search CVPR 2018
Fundamental Limits of Weak Recovery with Applications to Phase Retrieval COLT 2018
Score Aggregation via Spectral Method IJCAI 2017
Hierarchical Methods of Moments NIPS 2017
Adaptive ADMM with Spectral Penalty Parameter Selection AISTATS 2017