conftrace_

spectral method

204 papers

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Co-occurring keywords

graph neural network (3962) community detection (276) stochastic block model (146) tensor decomposition (375) manifold learning (403) spectral analysis (239) semi-supervised learning (2341) matrix completion (356) unsupervised learning (3264) sample complexity (1169)

Papers

Robustness of Community Detection to Random Geometric Perturbations NIPS 2020
Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information JMLR 2020
Falcon: Fast Spectral Inference on Encrypted Data NIPS 2020
Spectral Methods for Ranking with Scarce Data UAI 2020
SLIP: Learning to predict in unknown dynamical systems with long-term memory NIPS 2020
Linear-Sample Learning of Low-Rank Distributions NIPS 2020
Robust Meta-learning for Mixed Linear Regression with Small Batches NIPS 2020
Discovering conflicting groups in signed networks NIPS 2020
Select to Better Learn: Fast and Accurate Deep Learning Using Data Selection From Nonlinear Manifolds CVPR 2020
Strongly local p-norm-cut algorithms for semi-supervised learning and local graph clustering NIPS 2020
Spectral Subsampling MCMC for Stationary Time Series ICML 2020
Shape correspondence using anisotropic Chebyshev spectral CNNs CVPR 2020
Spectral bandits JMLR 2020
Phase retrieval in high dimensions: Statistical and computational phase transitions NIPS 2020
Meta-learning for Mixed Linear Regression ICML 2020
Best Arm Identification in Spectral Bandits IJCAI 2020
Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks NIPS 2020
Sequential Transfer in Reinforcement Learning with a Generative Model ICML 2020
A Spectral Method for Unsupervised Multi-Document Summarization EMNLP 2020
WCP: Worst-Case Perturbations for Semi-Supervised Deep Learning CVPR 2020
Maximum Likelihood Embedding of Logistic Random Dot Product Graphs AAAI 2020
Matérn Gaussian Processes on Riemannian Manifolds NIPS 2020
Structured Graph Learning Via Laplacian Spectral Constraints NIPS 2019
Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering NIPS 2019
Spectral Modification of Graphs for Improved Spectral Clustering NIPS 2019