Matrix estimation by Universal Singular Value Thresholding

6 December 2012

Papers citing "Matrix estimation by Universal Singular Value Thresholding"

50 / 248 papers shown

Title
Graphon-aided Joint Estimation of Multiple Graphs Madeline Navarro Santiago Segarra 14 2 0 11 Feb 2022
Entropic Optimal Transport in Random Graphs Nicolas Keriven OT 18 4 0 11 Jan 2022
A Cross Validation Framework for Signal Denoising with Applications to Trend Filtering, Dyadic CART and Beyond A. Chaudhuri S. Chatterjee 11 3 0 07 Jan 2022
Federated Optimization of Smooth Loss Functions Ali Jadbabaie A. Makur Devavrat Shah FedML 21 7 0 06 Jan 2022
$Asymptotics of $\ell_2$ Regularized Network Embeddings$ Asymptotics of $\ell_2$ Regularized Network Embeddings A. Davison 23 0 0 05 Jan 2022
Consistency of Spectral Seriation A. Natik Aaron Smith 20 5 0 08 Dec 2021
Denoised Internal Models: a Brain-Inspired Autoencoder against Adversarial Attacks Kaiyuan Liu Xingyu Li Yu-Rui Lai Hong Xie Hang Su Jiacheng Wang Chunxu Guo J. Guan Yi Zhou AAML 28 3 0 21 Nov 2021
Achievability and Impossibility of Exact Pairwise Ranking Yihan He 16 0 0 19 Nov 2021
Optimality of variational inference for stochastic block model with missing links Solenne Gaucher Olga Klopp 31 2 0 05 Nov 2021
Nonparametric Matrix Estimation with One-Sided Covariates Chao Yu 21 3 0 26 Oct 2021
Causal Matrix Completion Anish Agarwal M. Dahleh Devavrat Shah Dennis Shen CML 48 51 0 30 Sep 2021
Training Graph Neural Networks by Graphon Estimation Ziqing Hu Yihao Fang Lizhen Lin 13 6 0 04 Sep 2021
Estimating Graph Dimension with Cross-validated Eigenvalues Fan Chen S. Roch Karl Rohe Shuqi Yu 27 12 0 06 Aug 2021
Network Estimation by Mixing: Adaptivity and More Tianxi Li Can M. Le 16 5 0 05 Jun 2021
Matrix completion with data-dependent missingness probabilities Sohom Bhattacharya S. Chatterjee 22 18 0 04 Jun 2021
Learning Graphon Autoencoders for Generative Graph Modeling Hongteng Xu P. Zhao Junzhou Huang Dixin Luo GNN 41 5 0 29 May 2021
Nonparametric Modeling of Higher-Order Interactions via Hypergraphons Krishnakumar Balasubramanian 22 12 0 18 May 2021
On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure Yunhua Xiang Tianyu Zhang Xu Wang Ali Shojaie N. Simon 16 1 0 05 May 2021
Biwhitening Reveals the Rank of a Count Matrix Boris Landa Thomas T. Zhang Y. Kluger 8 21 0 25 Mar 2021
Matrix Decomposition on Graphs: A Functional View Abhishek Sharma M. Ovsjanikov 12 3 0 05 Feb 2021
Hawkes Processes on Graphons Hongteng Xu Dixin Luo H. Zha 32 1 0 04 Feb 2021
Informative core identification in complex networks Ruizhong Miao Tianxi Li 11 7 0 16 Jan 2021
Optimal network online change point localisation Yi Yu Oscar Hernan Madrid Padilla Daren Wang Alessandro Rinaldo 17 14 0 14 Jan 2021
Assessing the Impact: Does an Improvement to a Revenue Management System Lead to an Improved Revenue? G. Laage Emma Frejinger Andrea Lodi Guillaume Rabusseau 11 0 0 13 Jan 2021
Modularity maximisation for graphons F. Klimm N. Jones Michael T. Schaub 21 1 0 02 Jan 2021
Latent space models for multiplex networks with shared structure Peter Macdonald Elizaveta Levina Ji Zhu 25 31 0 28 Dec 2020
Empirical Bayes PCA in high dimensions Xinyi Zhong Chang Su Z. Fan 13 19 0 21 Dec 2020
Learning Graphons via Structured Gromov-Wasserstein Barycenters Hongteng Xu Dixin Luo Lawrence Carin H. Zha 46 28 0 10 Dec 2020
A review on minimax rates in change point detection and localisation Yi Yu 9 17 0 03 Nov 2020
On Model Identification and Out-of-Sample Prediction of Principal Component Regression: Applications to Synthetic Controls Anish Agarwal Devavrat Shah Dennis Shen 40 2 0 27 Oct 2020
Random Geometric Graphs on Euclidean Balls Ernesto Araya Valdivia 10 4 0 26 Oct 2020
A Simple Spectral Failure Mode for Graph Convolutional Networks Carey E. Priebe Cencheng Shen Ningyuan Huang Tianyi Chen GNN 19 7 0 25 Oct 2020
Adversarial Robust Low Rank Matrix Estimation: Compressed Sensing and Matrix Completion Takeyuki Sasai Hironori Fujisawa 25 0 0 25 Oct 2020
Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration Yuchen Zhou Anru R. Zhang Lili Zheng Yazhen Wang 24 22 0 06 Oct 2020
Determining the Number of Factors in High-dimensional Generalized Latent Factor Models Yunxiao Chen Xiaoou Li 17 15 0 05 Oct 2020
ScreeNOT: Exact MSE-Optimal Singular Value Thresholding in Correlated Noise D. Donoho M. Gavish Elad Romanov 12 27 0 25 Sep 2020
Trading off Accuracy for Speedup: Multiplier Bootstraps for Subgraph Counts Qiaohui Lin Robert Lunde Purnamrita Sarkar 9 1 0 14 Sep 2020
Isotonic regression with unknown permutations: Statistics, computation, and adaptation A. Pananjady R. Samworth 16 25 0 05 Sep 2020
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks Konstantinos Pantazis A. Athreya Jesús Arroyo W. Frost E. Hill V. Lyzinski 21 11 0 01 Aug 2020
Random Graph Asymptotics for Treatment Effect Estimation under Network Interference Shuangning Li Stefan Wager CML 9 60 0 27 Jul 2020
Central limit theorems for local network statistics P. Maugis GNN 9 6 0 28 Jun 2020
Estimation of Skill Distributions Ali Jadbabaie A. Makur Devavrat Shah 11 4 0 15 Jun 2020
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation Devavrat Shah Dogyoon Song Zhi Xu Yuzhe Yang 14 31 0 11 Jun 2020
Optimal singular value shrinkage for operator norm loss W. Leeb 9 11 0 24 May 2020
Detection thresholds in very sparse matrix completion C. Bordenave Simon Coste R. Nadakuditi 20 25 0 12 May 2020
Vertex Nomination in Richly Attributed Networks Keith D. Levin Carey E. Priebe V. Lyzinski 3DH 6 0 0 29 Apr 2020
Estimation Methods for Item Factor Analysis: An Overview Yunxiao Chen Siliang Zhang CML 11 5 0 16 Apr 2020
Edgeworth expansions for network moments Yuan Zhang Dong Xia 32 25 0 14 Apr 2020
General Community Detection with Optimal Recovery Conditions for Multi-relational Sparse Networks with Dependent Layers Sharmodeep Bhattacharyya S. Chatterjee 10 14 0 06 Apr 2020
Nonconvex Matrix Completion with Linearly Parameterized Factors Ji Chen Xiaodong Li Zongming Ma 16 3 0 29 Mar 2020