Matrix estimation by Universal Singular Value Thresholding

6 December 2012

Papers citing "Matrix estimation by Universal Singular Value Thresholding"

50 / 258 papers shown

Title
Factorized Fusion Shrinkage for Dynamic Relational Data Penghui Zhao A. Bhattacharya D. Pati Bani Mallick 311 0 0 30 Sep 2022
Joint Network Topology Inference via a Shared Graphon ModelIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022 Madeline Navarro Santiago Segarra 164 16 0 17 Sep 2022
Lost in the Shuffle: Testing Power in the Presence of Errorful Network Vertex LabelsComputational Statistics & Data Analysis (CSDA), 2022 Ayushi R. Saxena V. Lyzinski 410 1 0 18 Aug 2022
Dynamic Ranking and Translation SynchronizationInformation and Inference A Journal of the IMA (JIII), 2022 E. Araya Eglantine Karlé Hemant Tyagi 400 4 0 04 Jul 2022
On the Limitations of Elo: Real-World Games, are Transitive, not AdditiveInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 Quentin Bertrand Wojciech M. Czarnecki Gauthier Gidel 342 27 0 21 Jun 2022
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source EmbeddingsInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Danushka Bollegala SSL 193 5 0 26 Apr 2022
Random Geometric Graph: Some recent developments and perspectives Quentin Duchemin Yohann De Castro 236 26 0 29 Mar 2022
Algorithmic Regularization in Model-free Overparametrized Asymmetric Matrix FactorizationSIAM Journal on Mathematics of Data Science (SIMODS), 2022 Liwei Jiang Yudong Chen Lijun Ding 193 32 0 06 Mar 2022
Indiscriminate Poisoning Attacks on Unsupervised Contrastive LearningInternational Conference on Learning Representations (ICLR), 2022 Hao He Kaiwen Zha Dina Katabi AAML 300 41 0 22 Feb 2022
G-Mixup: Graph Data Augmentation for Graph ClassificationInternational Conference on Machine Learning (ICML), 2022 Xiaotian Han Zhimeng Jiang Ninghao Liu Helen Zhou 203 235 0 15 Feb 2022
Graphon-aided Joint Estimation of Multiple GraphsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Madeline Navarro Santiago Segarra 112 2 0 11 Feb 2022
Entropic Optimal Transport in Random Graphs Nicolas Keriven OT 149 5 0 11 Jan 2022
A Cross Validation Framework for Signal Denoising with Applications to Trend Filtering, Dyadic CART and BeyondAnnals of Statistics (Ann. Stat.), 2022 A. Chaudhuri S. Chatterjee 206 7 0 07 Jan 2022
Federated Optimization of Smooth Loss FunctionsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2022 Ali Jadbabaie A. Makur Devavrat Shah FedML 616 9 0 06 Jan 2022
$Asymptotics of $\ell_2$ Regularized Network Embeddings$ Asymptotics of $\ell_2$ Regularized Network Embeddings A. Davison 225 0 0 05 Jan 2022
Consistency of Spectral Seriation A. Natik Aaron Smith 168 6 0 08 Dec 2021
Denoised Internal Models: a Brain-Inspired Autoencoder against Adversarial AttacksMachine Intelligence Research (MIR), 2021 Kaiyuan Liu Xingyu Li Yu-Rui Lai Hong Xie Hang Su Jiacheng Wang Chunxu Guo J. Guan Yi Zhou AAML 234 4 0 21 Nov 2021
Achievability and Impossibility of Exact Pairwise Ranking Yihan He 90 0 0 19 Nov 2021
Optimality of variational inference for stochastic block model with missing linksNeural Information Processing Systems (NeurIPS), 2021 Solenne Gaucher Olga Klopp 261 2 0 05 Nov 2021
Nonparametric Matrix Estimation with One-Sided Covariates Chao Yu 208 5 0 26 Oct 2021
Causal Matrix Completion Anish Agarwal M. Dahleh Devavrat Shah Dennis Shen CML 596 59 0 30 Sep 2021
Training Graph Neural Networks by Graphon Estimation Ziqing Hu Yihao Fang Lizhen Lin 105 7 0 04 Sep 2021
Network Estimation by Mixing: Adaptivity and MoreJournal of the American Statistical Association (JASA), 2021 Tianxi Li Can M. Le 188 8 0 05 Jun 2021
Matrix completion with data-dependent missingness probabilitiesIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2021 Sohom Bhattacharya S. Chatterjee 320 22 0 04 Jun 2021
Learning Graphon Autoencoders for Generative Graph Modeling Hongteng Xu P. Zhao Junzhou Huang Dixin Luo GNN 130 5 0 29 May 2021
Nonparametric Modeling of Higher-Order Interactions via HypergraphonsJournal of machine learning research (JMLR), 2021 Krishnakumar Balasubramanian 170 14 0 18 May 2021
On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear StructureJournal of machine learning research (JMLR), 2021 Yunhua Xiang Tianyu Zhang Xu Wang Ali Shojaie N. Simon 167 1 0 05 May 2021
Biwhitening Reveals the Rank of a Count MatrixSIAM Journal on Mathematics of Data Science (SIMODS), 2021 Boris Landa Thomas T. Zhang Y. Kluger 324 25 0 25 Mar 2021
Matrix Decomposition on Graphs: A Functional View Abhishek Sharma M. Ovsjanikov 112 3 0 05 Feb 2021
Hawkes Processes on Graphons Hongteng Xu Dixin Luo H. Zha 160 1 0 04 Feb 2021
Informative core identification in complex networks Ruizhong Miao Tianxi Li 177 7 0 16 Jan 2021
Optimal network online change point localisation Yi Yu Oscar Hernan Madrid Padilla Daren Wang Alessandro Rinaldo 170 17 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 120 1 0 13 Jan 2021
Modularity maximisation for graphons F. Klimm N. Jones Michael T. Schaub 190 1 0 02 Jan 2021
Latent space models for multiplex networks with shared structure Peter Macdonald Elizaveta Levina Ji Zhu 160 37 0 28 Dec 2020
Empirical Bayes PCA in high dimensions Xinyi Zhong Chang Su Z. Fan 398 23 0 21 Dec 2020
Learning Graphons via Structured Gromov-Wasserstein BarycentersAAAI Conference on Artificial Intelligence (AAAI), 2020 Hongteng Xu Dixin Luo Lawrence Carin H. Zha 265 39 0 10 Dec 2020
Selecting the number of components in PCA via random signflips David Hong Yueqi Sheng Guang Cheng 444 17 0 05 Dec 2020
A review on minimax rates in change point detection and localisation Yi Yu 192 18 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 475 2 0 27 Oct 2020
Random Geometric Graphs on Euclidean Balls Ernesto Araya Valdivia 140 4 0 26 Oct 2020
A Simple Spectral Failure Mode for Graph Convolutional NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Carey E. Priebe Cencheng Shen Ningyuan Huang Tianyi Chen GNN 109 9 0 25 Oct 2020
Adversarial Robust Low Rank Matrix Estimation: Compressed Sensing and Matrix Completion Takeyuki Sasai Hironori Fujisawa 463 0 0 25 Oct 2020
Optimal High-order Tensor SVD via Tensor-Train Orthogonal IterationIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2020 Yuchen Zhou Anru R. Zhang Lili Zheng Yazhen Wang 298 25 0 06 Oct 2020
Determining the Number of Factors in High-dimensional Generalized Latent Factor ModelsBiometrika (Biometrika), 2020 Yunxiao Chen Xiaoou Li 167 21 0 05 Oct 2020
ScreeNOT: Exact MSE-Optimal Singular Value Thresholding in Correlated NoiseAnnals of Statistics (Ann. Stat.), 2020 D. Donoho M. Gavish Elad Romanov 329 33 0 25 Sep 2020
Trading off Accuracy for Speedup: Multiplier Bootstraps for Subgraph Counts Qiaohui Lin Robert Lunde Purnamrita Sarkar 375 2 0 14 Sep 2020
Isotonic regression with unknown permutations: Statistics, computation, and adaptationAnnals of Statistics (Ann. Stat.), 2020 A. Pananjady R. Samworth 179 29 0 05 Sep 2020
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple NetworksJournal of machine learning research (JMLR), 2020 Konstantinos Pantazis A. Athreya Jesús Arroyo W. Frost E. Hill V. Lyzinski 395 12 0 01 Aug 2020
Random Graph Asymptotics for Treatment Effect Estimation under Network InterferenceAnnals of Statistics (Ann. Stat.), 2020 Shuangning Li Stefan Wager CML 310 72 0 27 Jul 2020