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spectral regularization

17 papers

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Co-occurring keywords

matrix completion (356) kernel methods (1097) convex optimization (1321) kernel ridge regression (111) nuclear norm (79) spectral method (204) generative adversarial network (1944) reproducing kernel hilbert space (334) collaborative filtering (300) feature selection (649)

Papers

Sheaf Graph Neural Networks via PAC-Bayes Spectral Optimization AAAI 2026
Optimal Rates for Vector-Valued Spectral Regularization Learning Algorithms NIPS 2024
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective JMLR 2024
Watch Your Up-Convolution: CNN Based Generative Deep Neural Networks Are Failing to Reproduce Spectral Distributions CVPR 2020
Spectral Regularization for Combating Mode Collapse in GANs ICCV 2019
Parallelizing Spectrally Regularized Kernel Algorithms JMLR 2018
Spectral Norm Regularization of Orthonormal Representations for Graph Transduction NIPS 2015
Spectral Regularization for Max-Margin Sequence Tagging ICML 2014
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms NIPS 2013
Calibrated Elastic Regularization in Matrix Completion NIPS 2012
Selecting Diverse Features via Spectral Regularization NIPS 2012
On Spectral Learning JMLR 2010
Linear Algorithms for Online Multitask Classification JMLR 2010
Spectral Regularization for Support Estimation NIPS 2010
Spectral Regularization Algorithms for Learning Large Incomplete Matrices JMLR 2010
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization JMLR 2009
A Spectral Regularization Framework for Multi-Task Structure Learning NIPS 2007