Nonlinear modeling and machine learning methods for environmental epidemiology 

Spectral optimization and uncertainty quantification in combustion modeling 

Mobile robot obstacle avoidance using a computational model of the locust brain 

Bayesian analysis of linear and nonlinear mixture models 

Efficient inverse analysis with dynamic and stochastic reductions for large-scale models of multi-component systems 

Modeling mutational signatures in cancer 

Probabilistic data-driven predictive models for energy applications 

A polynomial chaos formalism for uncertainty budget assessment 

Comparison of nonlinear mixed effect modeling methods for exhaled nitric oxide 

Population pharmacokinetic/pharmacodynamic modeling: evaluation of maximum likelihood expectation maximization method in ADAPT 5 

Stochastic and multiscale models for urban and natural ecology 

Incorporating aggregate feature statistics in structured dynamical models for human activity recognition 

Advanced machine learning techniques for video, social and biomedical data analytics 

Empirical study of informational regularizations in learning useful and interpretable representations 

Thwarting adversaries with unpredictability: massive-scale game-theoretic algorithms for real-world security deployments 

Pharmacokinetics and pharmacogenomics of once daily raltegravir and atazanavir in healthy volunteers 

Multivariate biometric modeling among multiple traits across different raters in child externalizing behavior studies 

Evaluating standard error estimators for multilevel models on small samples with heteroscedasticity and unbalanced cluster sizes 

Learning lists and gestural signs: dyadic brain models of non-human primates 

Design, adaptation and variational methods in uncertainty quantification 

Active data acquisition for building language models for speech recognition 

Behavioral signal processing: computational approaches for modeling and quantifying interaction dynamics in dyadic human interactions 

The effects of physical therapy interventions for physical limitations on disability: A Bayesian meta-analysis 

Interactive rapid part-based 3d modeling from a single image and its applications 

Shrinkage methods for big and complex data analysis