Optimal Bayesian supervised domain adaptation for RNA sequencing data

Optimal Bayesian Transfer Learning for Count Data

(2019) Alireza Karbalayghareh et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

The Cancer Genome Atlas: Creating Lasting Value beyond Its Data

(2018) Carolyn Hutter et al.   CELL

Optimal Bayesian Transfer Learning

(2018) Alireza Karbalayghareh et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Searching the overlap between network modules with specific betweeness (S2B) and its application to cross-disease analysis

(2018) Marina L. Garcia-Vaquero et al.   Scientific Reports

Application of transfer learning for cancer drug sensitivity prediction

(2018) Saugato Rahman Dhruba et al.   BMC BIOINFORMATICS

Found In Translation: a machine learning model for mouse-to-human inference

(2018) Rachelly Normand et al.   NATURE METHODS

Constructing Pathway-based Priors Within a Gaussian Mixture Model for Bayesian Regression and Classification

(2017) Shahin Boluki et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

BNP-Seq: Bayesian Nonparametric Differential Expression Analysis of Sequencing Count Data

(2017) Siamak Zamani Dadaneh et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Variational Inference: A Review for Statisticians

(2017) David M. Blei et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

Visual Domain Adaptation: A survey of recent advances

(2015) Vishal M Patel et al.   IEEE SIGNAL PROCESSING MAGAZINE

Negative Binomial Process Count and Mixture Modeling

(2015) Mingyuan Zhou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Toward understanding and exploiting tumor heterogeneity

(2015) Ash A Alizadeh et al.   NATURE MEDICINE

Uncovering disease-disease relationships through the incomplete interactome

(2015) J. Menche et al.   SCIENCE

Modules, networks and systems medicine for understanding disease and aiding diagnosis

(2014) Mika Gustafsson et al.   Genome Medicine

Integrated genomic characterization of endometrial carcinoma

(2013) Gad Getz et al.   NATURE

Bayesian joint modeling of multiple gene networks and diverse genomic data to identify target genes of a transcription factor

(2012) Peng Wei et al.   Annals of Applied Statistics

Optimal classifiers with minimum expected error within a Bayesian framework—Part I: Discrete and Gaussian models

(2012) Lori A. Dalton et al.   PATTERN RECOGNITION

Domain Adaptation via Transfer Component Analysis

(2010) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

The BioGRID Interaction Database: 2011 update

(2010) C. Stark et al.   NUCLEIC ACIDS RESEARCH

edgeR: a Bioconductor package for differential expression analysis of digital gene expression data

(2009) M. D. Robinson et al.   BIOINFORMATICS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

The IntAct molecular interaction database in 2010

(2009) B. Aranda et al.   NUCLEIC ACIDS RESEARCH