Directory

How machine predictions can be made more interpretable to humans and how human intuition and rationalization can improve AI transferabili

The influence of AI on human attention, cognition and brain function

Spatial cognition in humans; effects of AI on human spatial navigation

Machine Learning, Ethical AI, Responsible Computing, Information Theory, Large-scale Distributed Computing

Algorithms and systems for machine learning, natural language processing, machine translation, and reasoning.

Robust, interpretable machine learning; neuro-inspired architectures; statistical and sparse modeling

Bio-inspired machine vision; human/AI integration; AI and biology

Attentional modeling of machine learning, interaction and integration of AI and human decision-making

Geometric Statistics, Geometric Deep Learning, Topological Deep Learning, Equivariant Deep Learning, Shape Analysis, Computational Medici

AI to predict human performance; human-robot collaboration; AI for RF sensing

Impact of generative AI on Africa and Black Communities; Analysis of Black creativity, equity and algorithmic justice in how gen AI tools

Multiphoton imaging; quantitative behavior technology; neuronal population dynamics; machine learning; optical computation; neurotech

Human-AI Integration

Machine decision-making in uncertain, adversarial, non-stationary environments; domain adaptation; off-policy reinforcement learning