Steven M. Hill

Orcid: 0000-0002-5909-692X

According to our database1, Steven M. Hill authored at least 10 papers between 2010 and 2021.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2021
Disease Modelling of Cognitive Outcomes and Biomarkers in the European Prevention of Alzheimer's Dementia Longitudinal Cohort.
Frontiers Big Data, 2021

2020
High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking.
Stat. Comput., 2020

2019
Causal Learning via Manifold Regularization.
J. Mach. Learn. Res., 2019

2017
Molecular heterogeneity at the network level: high-dimensional testing, clustering and a TCGA case study.
Bioinform., 2017

2015
DREAMTools: a Python package for scoring collaborative challenges.
F1000Research, 2015

2013
Network-based clustering with mixtures of L1-penalized Gaussian graphical models: an empirical investigation
CoRR, 2013

2012
Integrating biological knowledge into variable selection: an empirical Bayes approach with an application in cancer biology.
BMC Bioinform., 2012

Bayesian Inference of Signaling Network Topology in a Cancer Cell Line.
Bioinform., 2012

2011
Network clustering: probing biological heterogeneity by sparse graphical models.
Bioinform., 2011

2010
MC<sup>4</sup>: A Tempering Algorithm for Large-Sample Network Inference.
Proceedings of the Pattern Recognition in Bioinformatics, 2010


  Loading...