Postdoctoral Researcher in Machine Learning

4 weeks ago


Helsinki, Uusimaa, Finland The International Society for Bayesian Analysis Full time
Postdoctoral and PhD Student Positions in Machine Learning

The Finnish Center for Artificial Intelligence (FCAI) is seeking exceptional doctoral students and postdoctoral researchers to contribute to cutting-edge research in machine learning. Our research agenda is focused on developing data-efficient, trustworthy, and understandable AI solutions.

We are currently hiring in the following research programs:

Research Programs
  1. Agile Probabilistic AI: We are exploring probabilistic programming, robust and automated Bayesian machine learning, and their applications in various fields.
  2. Simulator-Based Inference: Our research focuses on approximate Bayesian computation, likelihood-free inference, and generative adversarial networks, with applications in medicine, materials design, visualization, and business.
  3. Next Generation Data-Efficient Deep Learning: We are investigating deep reinforcement learning and its potential applications.
  4. Privacy-Preserving and Secure AI: Our research aims to develop privacy-preserving machine learning, differential privacy, and adversarial machine learning techniques.
  5. Interactive AI: We are working on interactive machine learning, probabilistic inference of cognitive models from data, and probabilistic programming for behavioral sciences.

Specific projects include constraint-based optimization and machine learning, probabilistic machine learning, and probabilistic modeling and machine learning for bioinformatics.

We are committed to creating a collaborative and inclusive research environment. If you are passionate about machine learning and AI research, we encourage you to apply for these exciting opportunities.



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