Verification, learning and control in cyber-physical systems 

Deep learning architectures for characterization and forecasting of fluid flow in subsurface systems 

Advanced techniques for object classification: methodologies and performance evaluation 

Hashcode representations of natural language for relation extraction 

Federated and distributed machine learning at scale: from systems to algorithms to applications 

When AI helps wildlife conservation: learning adversary behavior in green security games 

Multi-scale quantum dynamics and machine learning for next generation energy applications 

Deep learning for subsurface characterization and forecasting 

Enhancing phenotype prediction through integrative analysis of heterogeneous microbiome studies 

Predicting autism severity classification by machine learning models 

Machine-learning approaches for modeling of complex materials and media 

Deep learning models for temporal data in health care 

Building straggler-resilient and private machine learning systems in the cloud 

Green learning for 3D point cloud data processing 

Application of statistical learning on breast cancer dataset 

Differentially private learned models for location services 

Forecasting traffic volume using machine learning and kriging methods 

Experimental and computational explorations of different forms of plasticity in motor learning and stroke recovery 

Photoplethysmogram-based biomarker for assessing risk of vaso-occlusive crisis in sickle cell disease: machine learning approaches 

Effective graph representation and vertex classification with machine learning techniques 

Mutual information estimation and its applications to machine learning 

A rigorous study of game-theoretic attribution and interaction methods for machine learning explainability 

Sparse feature learning for dynamic subsurface imaging 

Experimental design and evaluation methodology for human-centric visual quality assessment 

Deep learning techniques for supervised pedestrian detection and critically-supervised object detection