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spectral filtering

12 papers

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Co-occurring keywords

kernel methods (1097) graph neural network (3962) convolutional neural network (4226) linear dynamical system (86) kernel mean estimation (2) shrinkage estimator (11) regret bound (1926) spectral method (204) evolutionary algorithm (264) polynomial time algorithm (55)

Papers

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