7 citations
- The University of Texas at AustinUS2 papers
- Center for Global HealthUS1 paper
- Cornell UniversityUS1 paper
- Manpower Demonstration Research CorporationUS1 paper
- Southern Methodist UniversityUS1 paper
- Southwestern Medical CenterUS1 paper
- Stanford UniversityUS1 paper
- Tel Aviv UniversityIL1 paper
- The University of Texas Southwestern Medical CenterUS1 paper
7 papers
An empirical Bayes approach to estimating dynamic models of co-regulated gene expression
Sara Venkatraman, Sumanta Basu, Andrew G. Clark +3
Time-course gene expression datasets provide insight into the dynamics of complex biological processes, such as immune response and organ development. It is of interest to identify…
A Preliminary Approach for Learning Relational Policies for the Management of Critically Ill Children
Michael A. Skinner, Lakshmi Raman, Neel Shah +2
The increased use of electronic health records has made possible the automated extraction of medical policies from patient records to aid in the development of clinical decision su…
Bayesian Modeling of Microbiome Data for Differential Abundance Analysis
Qiwei Li, Shuang Jiang, Andrew Y. Koh +2
The advances of next-generation sequencing technology have accelerated study of the microbiome and stimulated the high throughput profiling of metagenomes. The large volume of sequ…
A General Framework for Abstention Under Label Shift
Amr M. Alexandari, Anshul Kundaje, Avanti Shrikumar
In safety-critical applications of machine learning, it is often important to abstain from making predictions on low confidence examples. Standard abstention methods tend to be foc…
Joint Estimation of Multiple Dependent Gaussian Graphical Models with Applications to Mouse Genomics
Yuying Xie, Yufeng Liu, William Valdar
Gaussian graphical models are widely used to represent conditional dependence among random variables. In this paper, we propose a novel estimator for data arising from a group of G…
Single-photon cooling at the limit of trap dynamics: Maxwell's Demon near maximum efficiency
S. Travis Bannerman, Gabriel N. Price, Kirsten Viering +1
We demonstrate a general and efficient informational cooling technique for atoms which is an experimental realization of a one-dimensional Maxwell's Demon. The technique transfers…