Matrix estimation by Universal Singular Value Thresholding

6 December 2012

Papers citing "Matrix estimation by Universal Singular Value Thresholding"

50 / 248 papers shown

Title
Risk Bounds For Distributional Regression Carlos Misael Madrid Padilla Oscar Hernan Madrid Padilla S. Chatterjee 13 0 0 14 May 2025
Adaptively-weighted Nearest Neighbors for Matrix Completion Tathagata Sadhukhan Manit Paul Raaz Dwivedi 19 0 0 14 May 2025
Low-Rank Graphon Estimation: Theory and Applications to Graphon Games Olga Klopp Fedor Noskov 31 0 0 12 Mar 2025
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion Akhil Jalan Yassir Jedra Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 123 0 0 28 Feb 2025
Explaining the Success of Nearest Neighbor Methods in Prediction George H. Chen Devavrat Shah OOD 45 145 0 21 Feb 2025
Pairwise Comparisons without Stochastic Transitivity: Model, Theory and Applications Sze Ming Lee Yunxiao Chen 37 0 0 13 Jan 2025
Exploiting Observation Bias to Improve Matrix Completion Yassir Jedra Sean Mann Charlotte Park Devavrat Shah 33 1 0 03 Jan 2025
Scalable Implicit Graphon Learning Ali Azizpour Nicolas Zilberstein Santiago Segarra GNN 33 0 0 22 Oct 2024
Learning Counterfactual Distributions via Kernel Nearest Neighbors Kyuseong Choi Jacob Feitelberg Anish Agarwal Raaz Dwivedi OOD OffRL 34 0 0 17 Oct 2024
Distributional Matrix Completion via Nearest Neighbors in the Wasserstein Space Jacob Feitelberg Kyuseong Choi Anish Agarwal Raaz Dwivedi OffRL 18 0 0 17 Oct 2024
Minimax Optimal Probability Matrix Estimation For Graphon With Spectral Decay Yuchen Chen Jing Lei 26 0 0 01 Oct 2024
Optimizing the Induced Correlation in Omnibus Joint Graph Embeddings Konstantinos Pantazis M. Trosset W. Frost Carey E. Priebe V. Lyzinski 27 0 0 26 Sep 2024
HGOE: Hybrid External and Internal Graph Outlier Exposure for Graph Out-of-Distribution Detection Junwei He Qianqian Xu Yangbangyan Jiang Zitai Wang Yuchen Sun Qingming Huang OODD 35 0 0 31 Jul 2024
Estimating the number of clusters of a Block Markov Chain T. Vuren Thomas Cronk Jaron Sanders 21 0 0 25 Jul 2024
Learning Joint and Individual Structure in Network Data with Covariates Carson James Dongbang Yuan Irina Gaynanova Jesús Arroyo CML 16 0 0 13 Jun 2024
Symmetric Matrix Completion with ReLU Sampling Huikang Liu Peng Wang Longxiu Huang Qing Qu Laura Balzano 32 3 0 09 Jun 2024
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation Can Yaras Peng Wang Laura Balzano Qing Qu AI4CE 29 12 0 06 Jun 2024
Transfer Learning for Latent Variable Network Models Akhil Jalan Arya Mazumdar Soumendu Sundar Mukherjee Purnamrita Sarkar 38 1 0 05 Jun 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 29 7 0 22 May 2024
$Concentration properties of fractional posterior in 1-bit matrix completion$ Concentration properties of fractional posterior in 1-bit matrix completion The Tien Mai 33 3 0 13 Apr 2024
Graph data augmentation with Gromow-Wasserstein Barycenters Andrea Ponti 30 0 0 12 Apr 2024
Doubly Robust Inference in Causal Latent Factor Models Alberto Abadie Anish Agarwal Raaz Dwivedi Abhin Shah CML OOD 27 2 0 18 Feb 2024
Hybrid of node and link communities for graphon estimation Arthur Verdeyme S. Olhede 20 1 0 10 Jan 2024
Misclassification excess risk bounds for 1-bit matrix completion The Tien Mai 14 0 0 20 Dec 2023
Detection of Model-based Planted Pseudo-cliques in Random Dot Product Graphs by the Adjacency Spectral Embedding and the Graph Encoder Embedding Tong Qi V. Lyzinski 13 0 0 18 Dec 2023
Hyperbolic Network Latent Space Model with Learnable Curvature Jinming Li Gongjun Xu Ji Zhu 17 0 0 08 Dec 2023
Self-supervision meets kernel graph neural models: From architecture to augmentations Jiawang Dan Ruofan Wu Yunpeng Liu Baokun Wang Changhua Meng ... Tianyi Zhang Ningtao Wang Xin Fu Qi Li Weiqiang Wang SSL 31 1 0 17 Oct 2023
Semiparametric Modeling and Analysis for Longitudinal Network Data Yinqiu He Jiajin Sun Yuang Tian Z. Ying Yang Feng 35 1 0 23 Aug 2023
Nested stochastic block model for simultaneously clustering networks and nodes Nathaniel Josephs Arash A. Amini M. Paez Lizhen Lin 30 4 0 18 Jul 2023
Conformal link prediction for false discovery rate control Ariane Marandon 18 8 0 26 Jun 2023
What functions can Graph Neural Networks compute on random graphs? The role of Positional Encoding Nicolas Keriven Samuel Vaiter 31 11 0 24 May 2023
Distribution-Free Matrix Prediction Under Arbitrary Missing Pattern Meijia Shao Yuan Zhang 18 6 0 19 May 2023
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions Abhineet Agarwal Anish Agarwal Suhas Vijaykumar CML 11 8 0 24 Mar 2023
Deflated HeteroPCA: Overcoming the curse of ill-conditioning in heteroskedastic PCA Yuchen Zhou Yuxin Chen 38 4 0 10 Mar 2023
Fitting Low-rank Models on Egocentrically Sampled Partial Networks G. Chan Tianxi Li EgoV 16 1 0 09 Mar 2023
Matrix Estimation for Individual Fairness Cindy Y. Zhang Sarah H. Cen Devavrat Shah FaML 23 4 0 04 Feb 2023
Entropy of Exchangeable Random Graphs Anda Skeja S. Olhede 18 0 0 03 Feb 2023
A Generalized Latent Factor Model Approach to Mixed-data Matrix Completion with Entrywise Consistency Yunxiao Chen Xiaoou Li 19 0 0 17 Nov 2022
Implicit Graphon Neural Representation Xinyue Xia Gal Mishne Yusu Wang GNN AI4CE 32 4 0 07 Nov 2022
Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference Anish Agarwal Sarah H. Cen Devavrat Shah Christina Lee Yu CML 16 5 0 20 Oct 2022
Factorized Fusion Shrinkage for Dynamic Relational Data Penghui Zhao A. Bhattacharya D. Pati Bani Mallick 22 0 0 30 Sep 2022
Joint Network Topology Inference via a Shared Graphon Model Madeline Navarro Santiago Segarra 43 10 0 17 Sep 2022
Lost in the Shuffle: Testing Power in the Presence of Errorful Network Vertex Labels Ayushi R. Saxena V. Lyzinski 21 0 0 18 Aug 2022
Dynamic Ranking and Translation Synchronization E. Araya Eglantine Karlé Hemant Tyagi 30 3 0 04 Jul 2022
On the Limitations of Elo: Real-World Games, are Transitive, not Additive Quentin Bertrand Wojciech M. Czarnecki Gauthier Gidel 11 22 0 21 Jun 2022
Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings Danushka Bollegala SSL 16 4 0 26 Apr 2022
Random Geometric Graph: Some recent developments and perspectives Quentin Duchemin Yohann De Castro 8 15 0 29 Mar 2022
Algorithmic Regularization in Model-free Overparametrized Asymmetric Matrix Factorization Liwei Jiang Yudong Chen Lijun Ding 31 26 0 06 Mar 2022
Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning Hao He Kaiwen Zha Dina Katabi AAML 26 32 0 22 Feb 2022
G-Mixup: Graph Data Augmentation for Graph Classification Xiaotian Han Zhimeng Jiang Ninghao Liu Xia Hu 19 192 0 15 Feb 2022