Postdoc and PhD student positions in machine learning, Finnish Center for Artificial Intelligence

3 days ago


Helsinki, Uusimaa, Finland The International Society for Bayesian Analysis Full time
Postdoc and PhD Student Positions in Machine Learning, Finnish Center for Artificial Intelligence

Finnish Center for Artificial Intelligence (FCAI; http://fcai.fi) is looking for exceptional doctoral students and postdoctoral researchers to tackle complex and exciting problems in the field of machine learning. Join us to create the Real AI that is data-efficient, trustworthy, and understandable

FCAI brings together the world-class expertise of Aalto University and the University of Helsinki in AI research, strengthened further with an extensive set of companies and public sector partners, creating an attractive, world-class ICT hub in the Helsinki metropolitan area.

Our research agenda is spearheaded by 5 research programs with multiple research groups involved in each. We are currently hiring doctoral students and postdoctoral researchers in the following FCAI research programs:

  1. Agile Probabilistic AI: Probabilistic programming; Robust and automated Bayesian machine learning
  2. Simulator-Based Inference: Approximate Bayesian Computation (ABC); likelihood-free inference; Generative adversarial networks (GAN); applications in many fields including medicine, materials design, visualization, and business
  3. Next Generation Data-Efficient Deep Learning: including deep reinforcement learning
  4. Privacy-Preserving and Secure AI: Privacy-preserving machine learning; differential privacy; adversarial machine learning
  5. Interactive AI: Interactive machine learning; probabilistic inference of cognitive models from data; probabilistic programming for behavioral sciences

Specific projects include:

  1. Constraint-Based Optimization and Machine Learning
  2. Probabilistic Machine Learning
  3. Probabilistic Machine Learning for Personalized Medicine
  4. Probabilistic Modeling and Machine Learning for Bioinformatics
  5. Non-Parametric Probabilistic Machine Learning
  6. Bioinformatics and Computational Biology
  7. Computational HCI
  8. Privacy-Preserving Federated Machine Learning
  9. Probabilistic User Modelling in Interactive Human-in-the-Loop Machine Learning

Deadline for Doctoral Students: August 12, 2018. Postdoc applications received by August 12, 2018 will receive full treatment.

More details can be found here.

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