Reinforcement learning with generative model for non-parametric MDPs 

Discrete geometric motion control of autonomous vehicles 

Contingency severity and individual performance in a probabilistic game setting 

Methods for evaluating earthquake predictions 

Low power and reliability assessment techniques for advanced processor design 

Textured image segmentation using feature smoothing and probabilistic relaxation techniques 

Probabilistic and statistical sampling techniques for efficient power estimation in VLSI circuits 

A foundation for general-purpose natural language generation: Sentence realization using probabilistic models of language 

Food policy choices in an uncertain world: Policy analysis with a probabilistic world food model 

Stochastic dynamic power and thermal management techniques for multicore systems 

Probabilistic numerical methods for fully nonlinear PDEs and related topics 

Making terrorism risk assessments more useful for decision-making 

Risk assessment, intrinsic interpolation and computationally efficient models for systems under uncertainty 

De novo peptide sequencing and spectral alignment algorithm via tandem mass spectrometry 

A probabilistic approach to color constancy using higher order scene information 

Active state learning from surprises in stochastic and partially-observable environments 

Using volunteered geographic information to model blue whale foraging habitat, Southern California Bight 

Modeling burn probability: a Maxent approach to estimating California's wildfire potential 

Model, identification & analysis of complex stochastic systems: applications in stochastic partial differential equations and multiscale mechanics 

Acquisition of functional categories 

Informative path planning for environmental monitoring 

Interaction and topology in distributed multi-agent coordination 

Structural clustering analysis of CVMS-4.26: a 3D seismic velocity model for southern California 

Computing cascades: how to spread rumors, win campaigns, stop violence and predict epidemics 

On limiting distribution and convergence rates of random processes defined over discrete structures