Research

At the Atlantic AI Institute, world-class researchers advance and innovate across the spectrum from the theory of machine learning and optimization to large-scale, real-world deployments.

We combine expertise in core AI methods with domain expertise to build systems that are powerful, robust, and responsible.

Through our collaborations with industry, governments, and other organizations, we push the scientific frontier while making major impacts in the real world.

Research areas

• Theoretical machine learning and optimization
  
• Evolutionary computation and reinforcement learning
  
• Trustworthy, interpretable, and responsible AI
  
• Machine learning for healthcare and medicine
  
• Natural language, clinical text, and speech technologies
  
• AI for music, creativity, and human–AI interaction
  
• Cybersecurity, privacy, and safe AI
• Digital and precision agriculture, agri-food and livestock systems
  
• Autonomous systems, robotics, and multi-agent control
  
• Software engineering, program analysis, and sustainable AI
  
• Computational neuroscience, neuroimaging, and brain–computer interfaces

Research in numbers

- 1290 publications in our online bibliography

- 231 publications in 2025

- 517 journal articles, 443 conference papers, 179 preprints

Recent publications

These are some of our newest publications. For the full archive, see All publications below.

All publications

Note

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