spectral method

Modulate Your Spectrum in Self-Supervised Learning ICLR 2024 Neural Spectral Methods: Self-supervised learning in the spectral domain ICLR 2024 Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method AISTATS 2024 On the Stability of Expressive Positional Encodings for Graphs ICLR 2024 Optimal Exact Recovery in Semi-Supervised Learning: A Study of Spectral Methods and Graph Convolutional Networks ICML 2024 Persistent Homology for High-dimensional Data Based on Spectral Methods NeurIPS 2024 Solving Zero-Sum Markov Games with Continuous State via Spectral Dynamic Embedding NeurIPS 2024 Spatio-Spectral Graph Neural Networks NeurIPS 2024 Spectral-Based Graph Neural Networks for Complementary Item Recommendation AAAI 2024 Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing (Extended Abstract) COLT 2024 Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation CVPR 2024 Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics ICLR 2024 A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks NeurIPS 2023 A Unified Algebraic Perspective on Lipschitz Neural Networks ICLR 2023 Delving Into Shape-Aware Zero-Shot Semantic Segmentation CVPR 2023 Dictionary Learning for the Almost-Linear Sparsity Regime ALT 2023 Dynamic Ranking with the BTL Model: A Nearest Neighbor based Rank Centrality Method JMLR 2023 FoSR: First-order spectral rewiring for addressing oversquashing in GNNs ICLR 2023 Gaussian Process Priors for Systems of Linear Partial Differential Equations with Constant Coefficients ICML 2023 Gold Doesn’t Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information EACL 2023 Graph Positional Encoding via Random Feature Propagation ICML 2023 How a Student becomes a Teacher: learning and forgetting through Spectral methods NeurIPS 2023 Mixed Linear Regression via Approximate Message Passing AISTATS 2023 Optimal Algorithms for the Inhomogeneous Spiked Wigner Model NeurIPS 2023 Projected Tensor Power Method for Hypergraph Community Recovery ICML 2023