Analytic Learning Algorithm Research

Tasks

• Collaborate with researchers
• Design learning algorithms
• Develop numerical models for learning systems
• Ensure coherence between math reasoning and software implementation
• Implement models from academic literature
• Prove algorithm properties
• Validate findings with experiments
• Write clean documented research code

Perks/Benefits

• CET aligned collaboration
• Fully remote
• High autonomy
• Publication oriented work
• Research-focused environment

Skills/Tech-stack

Autoregressive models | Bayesian Modeling | Continuous Optimization | Factor Graphs | Graphical Models | Information geometry | Machine Learning | Modular Architectures | Normalizing flows | Numerical analysis | Optimal transport | Probabilistic Circuits | Probabilistic Graphical Models | Probabilistic Modeling