Research

Human-AI Collaboration in Sociotechnical Systems

Human-AI Collaboration | Sociotechnical Systems | Ethical Design

Learning via Surprisability

Surprise as signal: Toward interpretable machine learning

Computational Human Behavior Modeling

Modeling Human Cognition and Emotion through Computational Analysis of Behavior

Temporal Networks

Temporal networks and epidemic spreading in networks

From human (social and organizational) to physical and biological ones, complex systems of interacting elements can be modeled as interaction networks, with nodes representing the elements and edges representing their interactions. As interactions change with time, so do the networks, opening up exciting avenues for research.