ScreeNOT: Exact MSE-Optimal Singular Value Thresholding in Correlated Noise

25 September 2020

Papers citing "ScreeNOT: Exact MSE-Optimal Singular Value Thresholding in Correlated Noise"

18 / 18 papers shown

Title
Unsupervised Attributed Dynamic Network Embedding with Stability Guarantees Emma Ceccherini Ian Gallagher Andrew Jones Daniel J. Lawson 50 0 0 04 Mar 2025
A Pluggable Common Sense-Enhanced Framework for Knowledge Graph Completion Guanglin Niu Bo Li Siling Feng 33 0 0 06 Oct 2024
Federated One-Shot Ensemble Clustering Rui Duan Xin Xiong Jueyi Liu Katherine P. Liao Tianxi Cai FedML 21 0 0 12 Sep 2024
Sailing in high-dimensional spaces: Low-dimensional embeddings through angle preservation Jonas Fischer Rong Ma 51 0 0 14 Jun 2024
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods Yihan Zhang Marco Mondelli 46 3 0 22 May 2024
Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity Rheeya Uppaal Apratim De Yiting He Yiquao Zhong Junjie Hu 43 9 0 22 May 2024
Controlling the False Discovery Rate in Subspace Selection Mateo Díaz Venkat Chandrasekaran 29 0 0 14 Apr 2024
Signed Diverse Multiplex Networks: Clustering and Inference Marianna Pensky 34 2 0 14 Feb 2024
Design a Metric Robust to Complicated High Dimensional Noise for Efficient Manifold Denoising Hau-tieng Wu DiffM 32 2 0 08 Jan 2024
Spectral Properties of Elementwise-Transformed Spiked Matrices Michael J. Feldman 83 3 0 03 Nov 2023
Uncovering hidden geometry in Transformers via disentangling position and context Jiajun Song Yiqiao Zhong 34 10 0 07 Oct 2023
Is your data alignable? Principled and interpretable alignability testing and integration of single-cell data Rong Ma Eric D. Sun D. Donoho James Zou 36 8 0 03 Aug 2023
On the Noise Sensitivity of the Randomized SVD Elad Romanov 29 0 0 27 May 2023
Matrix Denoising with Partial Noise Statistics: Optimal Singular Value Shrinkage of Spiked F-Matrices M. Gavish W. Leeb Elad Romanov 16 6 0 02 Nov 2022
Estimation of the Order of Non-Parametric Hidden Markov Models using the Singular Values of an Integral Operator Marie du Roy de Chaumaray Salima El Kolei Marie-Pierre Etienne M. Marbac 14 0 0 07 Oct 2022
Factorized Fusion Shrinkage for Dynamic Relational Data Penghui Zhao A. Bhattacharya D. Pati Bani Mallick 36 0 0 30 Sep 2022
Adapting to general quadratic loss via singular value shrinkage Takeru Matsuda 13 1 0 27 May 2022
Biwhitening Reveals the Rank of a Count Matrix Boris Landa Thomas T. Zhang Y. Kluger 16 21 0 25 Mar 2021