Executive Committee

Deep learning, Understanding neural networks, Machine learning and reinforcement learning under real word constraints. Transfer learning and meta-learning, Bayesian methods, machine learning markets, learning representations & structure, models for sequences & connections to neural computation. Applications in images, brain imaging, medicine & signal processing music and games.

Databases, large-scale data management systems, in-database learning, stream processing, incremental computation, query compilation.

Databases with emphasis on query languages, knowledge representation and reasoning, computational logic and its applications to computer science

Startup & Spinout Companies, Technology Licensing, Consultancy, Collaborative Research, Industry Studentships