conftrace_

spectral method

204 papers

Explore in graph

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

Transform Once: Efficient Operator Learning in Frequency Domain NIPS 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization CVPR 2022
A Spectral Approach to Item Response Theory NIPS 2022
Crowdsourcing Regression: A Spectral Approach AISTATS 2022
EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks NIPS 2022
A Unified Framework for Spectral Clustering in Sparse Graphs JMLR 2021
Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning IJCNLP 2021
Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation CVPR 2021
Universal Spectral Adversarial Attacks for Deformable Shapes CVPR 2021
Spectral vertex sparsifiers and pair-wise spanners over distributed graphs ICML 2021
Statistical Query Lower Bounds for Tensor PCA JMLR 2021
Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021
Principal Component Regression with Semirandom Observations via Matrix Completion AISTATS 2021
Optimal Non-Convex Exact Recovery in Stochastic Block Model via Projected Power Method ICML 2021
SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation ICML 2021
From Fourier to Koopman: Spectral Methods for Long-term Time Series Prediction JMLR 2021
Small random initialization is akin to spectral learning: Optimization and generalization guarantees for overparameterized low-rank matrix reconstruction NIPS 2021
MagNet: A Neural Network for Directed Graphs NIPS 2021
Robustifying Algorithms of Learning Latent Trees with Vector Variables NIPS 2021
Improved Guarantees and a Multiple-descent Curve for Column Subset Selection and the Nystrom Method (Extended Abstract) IJCAI 2021
Generalization Guarantees for Neural Architecture Search with Train-Validation Split ICML 2021
Regime Switching Bandits NIPS 2021
When Is Unsupervised Disentanglement Possible? NIPS 2021
Optimal Bipartite Network Clustering JMLR 2020
Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information JMLR 2020