spectral method

MagNet: A Neural Network for Directed Graphs NeurIPS 2021 Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method ICML 2021 Principal Component Regression with Semirandom Observations via Matrix Completion AISTATS 2021 Regime Switching Bandits NeurIPS 2021 Robustifying Algorithms of Learning Latent Trees with Vector Variables NeurIPS 2021 Small random initialization is akin to spectral learning: Optimization and generalization guarantees for overparameterized low-rank matrix reconstruction NeurIPS 2021 SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation ICML 2021 Spectral vertex sparsifiers and pair-wise spanners over distributed graphs ICML 2021 Statistical Query Lower Bounds for Tensor PCA JMLR 2021 Universal Spectral Adversarial Attacks for Deformable Shapes CVPR 2021 When Is Unsupervised Disentanglement Possible? NeurIPS 2021 A Spectral Method for Unsupervised Multi-Document Summarization EMNLP 2020 Best Arm Identification in Spectral Bandits IJCAI 2020 Discovering conflicting groups in signed networks NeurIPS 2020 Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks NeurIPS 2020 Falcon: Fast Spectral Inference on Encrypted Data NeurIPS 2020 GraphZoom: A Multi-level Spectral Approach for Accurate and Scalable Graph Embedding ICLR 2020 Linear-Sample Learning of Low-Rank Distributions NeurIPS 2020 Matérn Gaussian Processes on Riemannian Manifolds NeurIPS 2020 Maximum Likelihood Embedding of Logistic Random Dot Product Graphs AAAI 2020 Meta-learning for Mixed Linear Regression ICML 2020 Optimal Bipartite Network Clustering JMLR 2020 Phase retrieval in high dimensions: Statistical and computational phase transitions NeurIPS 2020 Robust Meta-learning for Mixed Linear Regression with Small Batches NeurIPS 2020 Robustness of Community Detection to Random Geometric Perturbations NeurIPS 2020