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Poisson Matrix Recovery and Completion

20 April 2015

Yao Xie

Papers citing "Poisson Matrix Recovery and Completion"

26 / 26 papers shown

Title
Negative Binomial Matrix Completion Yu Lu Kevin Bui Roummel F. Marcia 25 0 0 28 Aug 2024
$$e^{\text{RPCA}}$: Robust Principal Component Analysis for Exponential Family Distributions$ $e^{\text{RPCA}}$ : Robust Principal Component Analysis for Exponential Family Distributions Xiaojun Zheng Simon Mak Liyan Xie Yao Xie 17 2 0 30 Oct 2023
Spectral gap-based deterministic tensor completion K. Harris Oscar López A. Read Yizhe Zhu 25 2 0 09 Jun 2023
Under-Counted Tensor Completion with Neural Incorporation of Attributes Shahana Ibrahim Xiao Fu R. Hutchinson Eugene Seo 70 1 0 05 Jun 2023
Unbiased Test Error Estimation in the Poisson Means Problem via Coupled Bootstrap Techniques Natalia L. Oliveira Jing Lei Robert Tibshirani 75 7 0 04 Dec 2022
A Generalized Latent Factor Model Approach to Mixed-data Matrix Completion with Entrywise Consistency Yunxiao Chen Xiaoou Li 56 1 0 17 Nov 2022
Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros Oscar López Daniel M. Dunlavy R. Lehoucq 34 4 0 25 Jan 2022
Learning to Recommend Using Non-Uniform Data W. Chen Mohsen Bayati CML 61 1 0 21 Oct 2021
Biwhitening Reveals the Rank of a Count Matrix Boris Landa Thomas T. Zhang Y. Kluger 82 22 0 25 Mar 2021
HePPCAT: Probabilistic PCA for Data with Heteroscedastic Noise David Hong Kyle Gilman Laura Balzano Jeffrey A. Fessler 144 20 0 10 Jan 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 153 173 0 15 Dec 2020
Tensor Kernel Recovery for Spatio-Temporal Hawkes Processes Heejune Sheen Xiao-ning Zhu Yao Xie 22 2 0 24 Nov 2020
Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations Xiongjun Zhang Michael K. Ng 62 17 0 21 Jul 2020
Fixing Inventory Inaccuracies At Scale Vivek F. Farias Andrew A. Li Tianyi Peng 65 2 0 23 Jun 2020
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation Rungang Han Rebecca Willett Anru R. Zhang 119 70 0 26 Feb 2020
Low-rank matrix denoising for count data using unbiased Kullback-Leibler risk estimation Jérémie Bigot Charles-Alban Deledalle 51 5 0 28 Jan 2020
Low-rank matrix completion and denoising under Poisson noise Andrew D. McRae Mark A. Davenport 58 19 0 11 Jul 2019
Learning Markov models via low-rank optimization Ziwei Zhu Xudong Li Mengdi Wang Anru R. Zhang 76 17 0 28 Jun 2019
Noisy Matrix Completion: Understanding Statistical Guarantees for Convex Relaxation via Nonconvex Optimization Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma Yuling Yan 89 128 0 20 Feb 2019
High-dimensional Log-Error-in-Variable Regression with Applications to Microbial Compositional Data Analysis Pixu Shi Yuchen Zhou Anru R. Zhang 65 19 0 28 Nov 2018
Multi-sample Estimation of Bacterial Composition Matrix in Metagenomics Data Yuanpei Cao Anru R. Zhang Hongzhe Li 81 11 0 07 Jun 2017
Cross: Efficient Low-rank Tensor Completion Anru R. Zhang 163 56 0 03 Nov 2016
Generalized SURE for optimal shrinkage of singular values in low-rank matrix denoising Jérémie Bigot Charles-Alban Deledalle D. Féral 51 21 0 24 May 2016
On the Online Frank-Wolfe Algorithms for Convex and Non-convex Optimizations Jean Lafond Hoi-To Wai Eric Moulines 119 32 0 05 Oct 2015
Categorical Matrix Completion Yang Cao Yao Xie 154 24 0 02 Jul 2015
Poisson Matrix Completion Yang Cao Yao Xie 53 10 0 26 Jan 2015