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Max Welling. HGL Machine Learning UvA Group: Intelligent Autonomous Agents. AIS @ UvA. Prof. dr. Max Welling, full professor (from Sept 2012) Prof. dr. Dariu Gavrila, part-time professor Prof. dr. ir. Ben Kröse , endowed professor Dr. ir. Leo Dorst, assistant professor
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Max Welling HGL Machine Learning UvA Group: Intelligent Autonomous Agents
AIS @ UvA • Prof. dr. Max Welling, full professor (from Sept 2012) • Prof. dr. Dariu Gavrila, part-time professor • Prof. dr. ir. Ben Kröse, endowed professor • Dr. ir. Leo Dorst, assistant professor • Dr. Shimon Whiteson, assistant professor • Dr.Joris Mooij, assistantprofessor (from 2013) • 4 postdocs • 14 Ph.Dstudents
Scope of Activities • Machine Learning / Big Data • Large scale inference & learning (M. Welling) • Discovering causal structure (J. Mooij) • Reinforcement learning & planning (S. Whiteson) • Robotics • Intelligent environment andassistivedevices (B. Krose) • Perception & modeling of human activities (D. Gavrilla)
Scope of Activities (ML) • Focus Areas Machine Learning / Big Data • Collaborations in Science (Chemistry, Biology, Astronomy) • Health • Privacy (privacy preserving representations) • Financial (via spinoff Scyfer @ ING) • Possible Future Interests: • Energy (energy consumption prediction) • Safety (crime prediction)