conftrace_

laplacian matrix

15 papers

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Co-occurring keywords

spectral clustering (305) spectral method (204) spectral analysis (239) data perturbation (8) clustering error (3) eigenvector perturbation (3) matrix approximation (89) perturbation theory (8) data reduction (10) generalization ability (82)

Papers

SchellingFormer: Laplacian Matrix-guided Geometric Transformer for Robust Schelling Point Detection AAAI 2026
Graph Learning in 4D: A Quaternion-Valued Laplacian to Enhance Spectral GCNs AAAI 2024
Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract) AAAI 2024
Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract) AAAI 2024
Delving Into Shape-Aware Zero-Shot Semantic Segmentation CVPR 2023
Regularize Implicit Neural Representation by Itself CVPR 2023
Learning Laplacian Matrix from Graph Signals with Sparse Spectral Representation JMLR 2021
Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix AAAI 2020
RS3CIS: Robust Single-Step Spectral Clustering with Intrinsic Subspace AAAI 2019
Structured Graph Learning Via Laplacian Spectral Constraints NIPS 2019
Spectral Clustering of Signed Graphs via Matrix Power Means ICML 2019
Robust and Efficient Computation of Eigenvectors in a Generalized Spectral Method for Constrained Clustering AISTATS 2017
Compressive Spectral Clustering ICML 2016
Spectral Clustering with Perturbed Data NIPS 2008
Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach JMLR 2005