spectral clustering

Simultaneous Graph Signal Clustering and Graph Learning ICML 2022 Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision COLING 2022 The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time Networks ICML 2022 Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data JMLR 2022 Understanding Doubly Stochastic Clustering ICML 2022 A Unified Framework for Spectral Clustering in Sparse Graphs JMLR 2021 Clustering Ensemble Meets Low-rank Tensor Approximation AAAI 2021 Clustering Partial Lexicographic Preference Trees (Student Abstract) AAAI 2021 Consistent Semi-Supervised Graph Regularization for High Dimensional Data JMLR 2021 DeepME: Deep Mixture Experts for Large-scale Image Classification IJCAI 2021 Determining the Number of Communities in Degree-corrected Stochastic Block Models JMLR 2021 Differentially Private Analysis on Graph Streams AISTATS 2021 Fast Multi-view Discrete Clustering with Anchor Graphs AAAI 2021 Generalized Spectral Clustering via Gromov-Wasserstein Learning AISTATS 2021 Geometric structure of graph Laplacian embeddings JMLR 2021 Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model AISTATS 2021 Hierarchical Multiple Kernel Clustering AAAI 2021 Hyperspectral Band Selection via Spatial-Spectral Weighted Region-wise Multiple Graph Fusion-Based Spectral Clustering IJCAI 2021 Multiple Kernel Clustering with Kernel k-Means Coupled Graph Tensor Learning AAAI 2021 Optimal Structured Principal Subspace Estimation: Metric Entropy and Minimax Rates JMLR 2021 Principal Subspace Estimation Under Information Diffusion AISTATS 2021 Regularized spectral methods for clustering signed networks JMLR 2021 Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation NeurIPS 2021 Sparse Quantized Spectral Clustering ICLR 2021 Statistical guarantees for local graph clustering JMLR 2021