Postdoctoral Researcher in Machine Learning
4 weeks ago
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- Agile Probabilistic AI: We are exploring probabilistic programming, robust and automated Bayesian machine learning, and their applications in various fields.
- 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.
- Next Generation Data-Efficient Deep Learning: We are investigating deep reinforcement learning and its potential applications.
- Privacy-Preserving and Secure AI: Our research aims to develop privacy-preserving machine learning, differential privacy, and adversarial machine learning techniques.
- 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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