Inferring phenotypes from substance use via collaborative matrix completion
暂无分享,去创建一个
Jinbo Bi | Jin Lu | Jiangwen Sun | Xinyu Wang | Joel Gelernter | Henry Kranzler | J. Bi | J. Gelernter | H. Kranzler | Jin Lu | Jiangwen Sun | Xinyu Wang
[1] Leon Wenliang Zhong,et al. Fast Stochastic Alternating Direction Method of Multipliers , 2013, ICML.
[2] Inderjit S. Dhillon,et al. Matrix Completion with Noisy Side Information , 2015, NIPS.
[3] Inderjit S. Dhillon,et al. Provable Inductive Matrix Completion , 2013, ArXiv.
[4] Alexander Shapiro,et al. Stochastic Approximation approach to Stochastic Programming , 2013 .
[5] Wayne Hall,et al. Extent of illicit drug use and dependence, and their contribution to the global burden of disease , 2012, The Lancet.
[6] Marc Teboulle,et al. A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems , 2009, SIAM J. Imaging Sci..
[7] N. Wray,et al. Research review: Polygenic methods and their application to psychiatric traits. , 2014, Journal of child psychology and psychiatry, and allied disciplines.
[8] Guangcan Liu,et al. Low-Rank Matrix Completion in the Presence of High Coherence , 2016, IEEE Transactions on Signal Processing.
[9] Jinbo Bi,et al. A Sparse Interactive Model for Matrix Completion with Side Information , 2016, NIPS.
[10] Rong Jin,et al. Stochastic Convex Optimization with Multiple Objectives , 2013, NIPS.
[11] Michael R. Johnson,et al. Re-evaluation of SNP heritability in complex human traits , 2016, Nature Genetics.
[12] Hongyu Zhao,et al. Genomewide association study of cocaine dependence and related traits: FAM53B identified as a risk gene , 2013, Molecular Psychiatry.
[13] Yun Li,et al. METAL: fast and efficient meta-analysis of genomewide association scans , 2010, Bioinform..
[14] Kevin P. Jensen,et al. A Review of Genome-Wide Association Studies of Stimulant and Opioid Use Disorders , 2016, Molecular Neuropsychiatry.
[15] Manuel A. R. Ferreira,et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. , 2007, American journal of human genetics.
[16] Suvrit Sra,et al. Towards an optimal stochastic alternating direction method of multipliers , 2014, ICML.
[17] Hongyu Zhao,et al. Genome-Wide Association Study of Opioid Dependence: Multiple Associations Mapped to Calcium and Potassium Pathways , 2014, Biological Psychiatry.
[18] Sachin Garg,et al. Response prediction using collaborative filtering with hierarchies and side-information , 2011, KDD.
[19] Junfeng Yang,et al. Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization , 2012, Math. Comput..
[20] Alexander G. Gray,et al. Stochastic Alternating Direction Method of Multipliers , 2013, ICML.
[21] Ashutosh Kumar Singh,et al. Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980–2015: a systematic analysis for the Global Burden of Disease Study 2015 , 2016, The Lancet.
[22] David Goldman,et al. The genetics of addictions: uncovering the genes , 2005, Nature Reviews Genetics.
[23] Miao Xu,et al. Speedup Matrix Completion with Side Information: Application to Multi-Label Learning , 2013, NIPS.
[24] Jinbo Bi,et al. Collaborative phenotype inference from comorbid substance use disorders and genotypes , 2017, 2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
[25] Alisha R Pollastri,et al. Diagnostic reliability of the Semi-structured Assessment for Drug Dependence and Alcoholism (SSADDA). , 2005, Drug and alcohol dependence.
[26] P. Donnelly,et al. A Flexible and Accurate Genotype Imputation Method for the Next Generation of Genome-Wide Association Studies , 2009, PLoS genetics.
[27] Feng Cheng,et al. Faster and Non-ergodic O(1/K) Stochastic Alternating Direction Method of Multipliers , 2017, NIPS.
[28] M. Stephens,et al. Genome-wide Efficient Mixed Model Analysis for Association Studies , 2012, Nature Genetics.
[29] Nagarajan Natarajan,et al. Inductive matrix completion for predicting gene–disease associations , 2014, Bioinform..
[30] Xiaohan Wei,et al. Online Convex Optimization with Stochastic Constraints , 2017, NIPS.
[31] Alan Ross,et al. The Effectiveness of Methadone Maintenance Treatment: Patients, Programs, Services, and Outcome , 1991 .
[32] Alan D. Lopez,et al. The Global Burden of Disease Study , 2003 .
[33] Emmanuel J. Candès,et al. A Singular Value Thresholding Algorithm for Matrix Completion , 2008, SIAM J. Optim..
[34] Ashutosh Kumar Singh,et al. Global, regional, and national disability-adjusted life-years (DALYs) for 315 diseases and injuries and healthy life expectancy (HALE), 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015 , 2016, Lancet.
[35] Eric Moulines,et al. Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning , 2011, NIPS.
[36] Po-Ru Loh,et al. Mixed-model association for biobank-scale datasets , 2018, Nature Genetics.
[37] Joel Gelernter,et al. Reliability of DSM-IV diagnostic criteria using the semi-structured assessment for drug dependence and alcoholism (SSADDA). , 2007, Drug and alcohol dependence.
[38] Andrea Montanari,et al. Matrix completion from a few entries , 2009, 2009 IEEE International Symposium on Information Theory.