Modeling retinal prosthesis mechanics 

Human motion data analysis and compression using graph based techniques 

Noise benefits in expectation-maximization algorithms 

Building energy performance estimation approach: facade visual information-driven benchmark performance model 

Interaction dynamics and coordination for behavioral analysis in dyadic conversations 

On the electrophysiology of multielectrode recordings of the basal ganglia and thalamus to improve DBS therapy for children with secondary dystonia 

Modeling the mirror system in action observation and execution 

Empirical study of informational regularizations in learning useful and interpretable representations 

Data-driven learning for dynamical systems in biology 

Leveraging structure for learning robot control and reactive planning 

Designing data-effective machine learning pipeline in application to physics and material science 

Neurobiological correlates of fathers’ transition to parenthood 

Theoretical and computational foundations for cyber‐physical systems design 

Modeling astrocyte-neural interactions in CMOS neuromorphic circuits 

A million-plus neuron model of the hippocampal dentate gyrus: role of topography, inhibitory interneurons, and excitatory associational circuitry in determining spatio-temporal dynamics of granul... 

Mixed-integer nonlinear programming with binary variables 

Learning to diagnose from electronic health records data 

Switching dynamical systems with Poisson and multiscale observations with applications to neural population activity 

Scaling recommendation models with data-aware architectures and hardware efficient implementations 

Efficient graph learning: theory and performance evaluation 

Physics-informed machine learning techniques for the estimation and uncertainty quantification of breath alcohol concentration from transdermal alcohol biosensor data 

Economic model predictive control for building energy systems 

Intelligent knowledge acquisition systems: from descriptive to predictive models 

Trustworthy spatiotemporal prediction models 

Schema architecture for language-vision interactions: a computational cognitive neuroscience model of language use