Analytic Learning Algorithm Research
Tasks
- Collaborate with researchers
- Design learning algorithms
- Develop probabilistic learning models
- Ensure coherence between math and software
- Implement models from academic literature
- Prove algorithm properties
- Validate results with experiments
- Write documented research code
Perks/Benefits
- CET aligned collaboration
- Fully remote
- High autonomy
- Interdisciplinary domain exposure
- Publication quality focus
- Research focused team
Skills/Tech-stack
Autoregressive models | Code Documentation | Continuous Optimization | Density estimation | Experimental evaluation | Factor Graphs | Graphical Models | Information geometry | Machine Learning | Mathematical Analysis | Normalizing flows | Optimal transport | Probabilistic Circuits | Probabilistic Graphical Models | Tractable Density Estimation
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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