conftrace_

matrix perturbation

17 papers

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Co-occurring keywords

spectral analysis (239) principal component analysis (316) spectral clustering (305) dimensionality reduction (720) spectral method (204) community detection (276) covariance estimation (98) differential privacy (1016) eigenvector localization (1) private data analysis (3)

Papers

Differentially Private Data Release for Mixed-type Data via Latent Factor Models JMLR 2024
Robust Spectral Clustering with Rank Statistics JMLR 2024
Oja's Algorithm for Streaming Sparse PCA NIPS 2024
The price of ignorance: how much does it cost to forget noise structure in low-rank matrix estimation? NIPS 2022
Not All Low-Pass Filters are Robust in Graph Convolutional Networks NIPS 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
Understanding Regularized Spectral Clustering via Graph Conductance NIPS 2018
Unperturbed: spectral analysis beyond Davis-Kahan ALT 2018
On the Dimensionality of Word Embedding NIPS 2018
An $\ell_{\infty}$ Eigenvector Perturbation Bound and Its Application JMLR 2018
Reconstructing Undirected Graphs from Eigenspaces JMLR 2017
Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NIPS 2016
Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering With Corrupted and Incomplete Data ICCV 2015
Near-optimal Differentially Private Principal Components NIPS 2012
In-Network PCA and Anomaly Detection NIPS 2006