spectral method

Structured Graph Learning Via Laplacian Spectral Constraints NeurIPS 2019 Supervised Community Detection with Line Graph Neural Networks ICLR 2019 A Spectral View of Adversarially Robust Features NeurIPS 2018 Community Detection and Stochastic Block Models: Recent Developments JMLR 2018 Fast Spectral Ranking for Similarity Search CVPR 2018 Fundamental Limits of Weak Recovery with Applications to Phase Retrieval COLT 2018 Hyperparameter optimization: a spectral approach ICLR 2018 Learning Binary Latent Variable Models: A Tensor Eigenpair Approach ICML 2018 Linear Spectral Estimators and an Application to Phase Retrieval ICML 2018 Provable Estimation of the Number of Blocks in Block Models AISTATS 2018 Rates of Convergence of Spectral Methods for Graphon Estimation ICML 2018 Stochastic Spectral and Conjugate Descent Methods NeurIPS 2018 Adaptive ADMM with Spectral Penalty Parameter Selection AISTATS 2017 Analyzing Tensor Power Method Dynamics in Overcomplete Regime JMLR 2017 Hierarchical Clustering Beyond the Worst-Case NeurIPS 2017 Hierarchical Methods of Moments NeurIPS 2017 Improved Graph Laplacian via Geometric Self-Consistency NeurIPS 2017 Learning Overcomplete HMMs NeurIPS 2017 Optimal Sample Complexity of M-wise Data for Top-K Ranking NeurIPS 2017 Score Aggregation via Spectral Method IJCAI 2017 Spectral Methods for Correlated Topic Models AISTATS 2017 The Hidden Hubs Problem COLT 2017 Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods NeurIPS 2016 Graph Clustering: Block-models and model free results NeurIPS 2016 Learning HMMs with Nonparametric Emissions via Spectral Decompositions of Continuous Matrices NeurIPS 2016