Analytic Learning Algorithm Research
Tasks
- Design and analyze learning algorithms
- Develop numerical and analytical learning models
- Ensure coherence between mathematical reasoning and software implementation
- Integrate insights with other researchers
- Prove algorithm properties
- Translate academic research into implementable models
- Validate findings through experimental evaluation
- Write clean well documented code for experiments
Perks/Benefits
- Distributed research collaboration
- Fully remote
- High autonomy
- Publication focused research
- Research focused interdisciplinary projects
Skills/Tech-stack
Autoregressive models | Continuous Optimization | Density estimation | Factor Graphs | Graphical Models | Information geometry | Machine Learning | Normalizing flows | Optimal transport | Probabilistic Circuits | Probabilistic Graphical Models | Uncertainty propagation
Education
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