spectral filtering

Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN AAAI 2026 Graph Mediator Networks Bridging Local and Global Semantics via Serial Message Passing ACML 2025 Provable Length Generalization in Sequence Prediction via Spectral Filtering ICML 2025 Spectro-Riemannian Graph Neural Networks ICLR 2025 Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective EMNLP 2023 Analyzing the discrepancy principle for kernelized spectral filter learning algorithms JMLR 2021 Beyond Tikhonov: faster learning with self-concordant losses, via iterative regularization NeurIPS 2021 Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning NeurIPS 2021 Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning AAAI 2021 Language Through a Prism: A Spectral Approach for Multiscale Language Representations NeurIPS 2020 Shape correspondence using anisotropic Chebyshev spectral CNNs CVPR 2020 Spectral Filtering for General Linear Dynamical Systems NeurIPS 2018 Learning Linear Dynamical Systems via Spectral Filtering NeurIPS 2017 Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering NeurIPS 2016 Kernel Mean Estimation via Spectral Filtering NeurIPS 2014