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

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

Data scarcity in robotics: leveraging structural priors and representation learning 

Leveraging prior experience for scalable transfer in robot learning 

Academic coaching practices for students with learning disabilities and differences 

Visual representation learning with structural prior 

Understanding sources of variability in learning robust deep audio representations 

Theory and applications of adversarial and structured knowledge learning 

Learning to diagnose from electronic health records data 

Middle school science teachers' reaction and pedagogical response to high stakes accountability: a multiple case study 

Interactive versus self effort: untangling the cognitive elaboration -- learning relationship on internet discussion forums 

Artificial Decision Intelligence: integrating deep learning and combinatorial optimization 

Learning, adaptation and control to enhance wireless network performance 

Reward shaping and social learning in self- organizing systems through multi-agent reinforcement learning 

Exploring complexity reduction in deep learning 

Leveraging social-emotional learning to improve school climate, mental health, and student achievement in K-12 student populations 

Verification, learning and control in cyber-physical systems 

Scalable machine learning algorithms for item recommendation 

Green learning for 3D point cloud data processing 

Demonstrating the role of multiple memory mechanisms in learning patterns using neuromorphic circuits 

Learning logical abstractions from sequential data 

Rethinking perception-action loops via interactive perception and learned representations 

Adaptive learning in higher education: an evaluation study 

Multimodal representation learning of affective behavior 

The effect of guidance on learning in a web-based, media-enriched learning environment