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Analytic Learning Algorithm Research

Australia R

A AUD 114K-177K (estimate) Senior-level Full Time

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Expired 17d ago

Tasks

Collaborate with researchers to integrate insights
Design and analyze learning algorithms
Develop numerical and analytical models for learning systems
Ensure coherence between mathematical reasoning and software implementation
Implement probabilistic models in code
Maintain clean documented code for experiments and deployments
Prove algorithm properties
Translate academic literature into implementable models
Validate findings through experimental evaluation

Perks/Benefits

Skills/Tech-stack

Autoregressive models | Continuous Optimization | Density estimation | Experimental evaluation | Factor Graphs | Factor graph | Graphical Models | Information geometry | Machine Learning | Mathematical proofs | Normalizing flows | Optimal transport | Probabilistic Circuits | Probabilistic Graphical Models | Probabilistic Modeling | Software Engineering | Tractable Density Estimation

Education

Roles

Machine Learning Researcher | Research Scientist | Researcher | Scientist

Regions

Countries

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