Analytic Learning Algorithm Research

Tasks

• Build well documented code
• Collaborate with researchers
• Design learning algorithms
• Develop probabilistic learning models
• Ensure coherence between math and software
• Implement research models
• Prove algorithm properties
• Translate academic literature into implementations
• Validate findings with experiments

Perks/Benefits

• Autonomy
• Fully remote work
• Intellectual growth
• Interdisciplinary research impact
• Publication oriented research focus

Skills/Tech-stack

Autoregressive models | Continuous Optimization | Factor Graphs | Graphical Models | Information geometry | Machine Learning | Modular Probabilistic Models | Normalizing flows | Optimal transport | Probabilistic Circuits | Probabilistic Graphical Models | Probabilistic Models | Uncertainty propagation