matrix perturbation

Differentially Private Data Release for Mixed-type Data via Latent Factor Models JMLR 2024 Oja's Algorithm for Streaming Sparse PCA NeurIPS 2024 Robust Spectral Clustering with Rank Statistics JMLR 2024 The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? NeurIPS 2022 Not All Low-Pass Filters are Robust in Graph Convolutional Networks NeurIPS 2021 Ranking and synchronization from pairwise measurements via SVD JMLR 2021 A Spectral Method for Unsupervised Multi-Document Summarization EMNLP 2020 Understanding Persuasion Cascades in Online Product Rating Systems AAAI 2019 An ℓ_∞ Eigenvector Perturbation Bound and Its Application JMLR 2018 On the Dimensionality of Word Embedding NeurIPS 2018 Understanding Regularized Spectral Clustering via Graph Conductance NeurIPS 2018 Unperturbed: spectral analysis beyond Davis-Kahan ALT 2018 Reconstructing Undirected Graphs from Eigenspaces JMLR 2017 Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NeurIPS 2016 Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering With Corrupted and Incomplete Data ICCV 2015 Near-optimal Differentially Private Principal Components NeurIPS 2012 In-Network PCA and Anomaly Detection NeurIPS 2006