Several Postdoctoral researcher and 1-2 doctoral researcher positions in machine learning in Kaski Lab, ELLIS Institute Finland and Manchester Centre for AI Fundamentals
Tasks
- Build collaborative AI decision support systems
- Design simulation based inference algorithms
- Develop active learning and sequential experimental design
- Develop probabilistic machine learning methods
- Enable human in the loop learning systems
- Implement out of distribution generalization algorithms
- Integrate generative modeling and representation learning
- Optimize scalable inference and optimization methods
- Perform test time adaptation under distribution shift
- Train multimodal foundation models
Perks/Benefits
Skills/Tech-stack
Active Learning | Decision support | Distribution Shift | Foundation Models | Generative AI | Human-in-the-loop | Machine Learning | Multimodal Learning | Out of Distribution | Out of Distribution Generalization | Probabilistic Modeling | Reinforcement Learning | Retrieval-Augmented Generation | Test-time adaptation | The Loop | Uncertainty Quantification
Education
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