Structured Matrix Completion with Applications to Genomic Data
Integration

Structured Matrix Completion with Applications to Genomic Data Integration

8 April 2015

Tianxi Cai

T. Tony Cai

Papers citing "Structured Matrix Completion with Applications to Genomic Data Integration"

9 / 9 papers shown

Title
Representation Retrieval Learning for Heterogeneous Data Integration Qi Xu Annie Qu 57 0 0 12 Mar 2025
Fast and Provable Tensor-Train Format Tensor Completion via Precondtioned Riemannian Gradient Descent Fengmiao Bian Jian-Feng Cai Xiaoqun Zhang Yuanwei Zhang 78 0 0 23 Jan 2025
Prediction approaches for partly missing multi-omics covariate data: A literature review and an empirical comparison study R. Hornung Frederik Ludwigs Jonas Hagenberg A. Boulesteix 11 9 0 08 Feb 2023
Graphical Model Inference with Erosely Measured Data Lili Zheng Genevera I. Allen 13 1 0 20 Oct 2022
Adaptive greedy forward variable selection for linear regression models with incomplete data using multiple imputation Yong-Shiuan Lee 11 0 0 20 Oct 2022
Using Interpretable Machine Learning to Massively Increase the Number of Antibody-Virus Interactions Across Studies Tal Einav Rong Ma 21 3 0 10 Jun 2022
A Variational Information Bottleneck Approach to Multi-Omics Data Integration Changhee Lee M. Schaar DRL 20 74 0 05 Feb 2021
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching Anru R. Zhang Yuetian Luo Garvesh Raskutti M. Yuan 27 44 0 09 Nov 2019
Matrix Completion under Low-Rank Missing Mechanism Xiaojun Mao Raymond K. W. Wong Songxi Chen 19 15 0 19 Dec 2018