Hugh A. Chipman
According to our database1, Hugh A. Chipman authored at least 22 papers between 2000 and 2017.
Legend:Book In proceedings Article PhD thesis Other
Using Bayesian Variable Selection to Analyze Regular Resolution IV Two-level Fractional Factorial Designs.
Quality and Reliability Eng. Int., 2017
Monotone Emulation of Computer Experiments.
SIAM/ASA J. Uncertain. Quantification, 2015
BiomeNet: A Bayesian Model for Inference of Metabolic Divergence among Microbial Communities.
PLoS Computational Biology, 2014
Bayesian treed response surface models.
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2013
Special Issue: Conference on Data Analysis (CoDA) - Exploring Data-Focused Research across the Department of Energy.
In Memoriam: Harry Smith, Jr.
Harvesting Classification Trees for Drug Discovery.
Journal of Chemical Information and Modeling, 2012
Proceedings of the International Encyclopedia of Statistical Science, 2011
Mixed-Membership Stochastic Block-Models for Transactional Networks.
Proceedings of the ICDM 2010, 2010
A Bayesian segmentation approach to ascertain copy number variations at the population level.
Incorporating Prior Information in Optimal Design for Model Selection.
Exploration of Cluster Structure-Activity Relationship Analysis in Efficient High-Throughput Screening.
Journal of Chemical Information and Modeling, 2007
Visualization and classification of graph-structured data: the case of the Enron dataset.
Proceedings of the International Joint Conference on Neural Networks, 2007
LAGO: A Computationally Efficient Approach for Statistical Detection.
Darwinian Evolution in Parallel Universes: A Parallel Genetic Algorithm for Variable Selection.
Bayesian Ensemble Learning.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Bayesian Treed Models.
Machine Learning, 2002
Managing Multiple Models.
Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001
Hierarchical priors for Bayesian CART shrinkage.
Statistics and Computing, 2000