The lecture series provides an overview of cutting-edge research in triangular AI, which combines a data-intensive approach with human knowledge and context as two additional powerful sources of intelligence. Methods are examined for integrating knowledge from various sources such as previous experience, informed simulations, mathematical descriptions of physical laws, and explicit knowledge provided by humans. The series also explores methods for exploiting the resources of the open, variable contexts in which the system operates, such as active sensing, experimentation and dynamic multimodal interaction with humans. Lectures will also examine several interdisciplinary application areas for triangular AI, as well as its potential for achieving AI that is ethically informed and trustworthy for human users.

Topics in the lecture series include:

  • Trustworthy AI
  • Resource-Aware Machine Learning
  • Hybrid Machine Learning
  • Human-Centered AI Systems
  • Embodied AI
  • Natural Language Processing
  • AI in Planning & Logistics
  • AI in Life Sciences & Healthcare
  • AI in Physics
  • AI in Industry & Production

INFORMATION

When: Fridays, 14:15-15:45 starting on Friday, 24 October

Bonn Dortmund
University of Bonn TU Dortmund University
Room 1.047 Room 3-303
Institute for Informatics Lamarr-Institut
Friedrich-Hirzebruch-Allee 8      Joseph-von-Fraunhofer-Str. 25
53115 Bonn 44227 Dortmund
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