Artificial Intelligence and Machine Learning

Artificial intelligence (AI) is a broad and interdisciplinary field of computer science that deals with creating machines that can perform tasks that typically require human intelligence, such as perception, reasoning, learning, and problem-solving. Faculty and students in this area explore a diverse range of topics, including:

  • Classifiers and statistical learning methods
  • Convex and nonconvex optimization
  • Deep learning
  • Evolutionary algorithms
  • Explainable AI
  • Knowledge representation
  • Perception
  • Search and optimization