Researcher (Learning Algorithms)

About the work:

• Develop numerical-analytical models of learning in our system.
• Connect our research to existing literature.
• Prove properties of algorithms and design experiments to validate results empirically.

Your collaboration:

• Leverage the expertise of other team members effectively.
• Write clean and well-documented code.
• Help other team members to deliver on their goals.

Your background:

• Development of mathematical analysis methods (optimal transport, information geometry, continuous optimization).
• Analysis of probabilistic graphical models (factor graphs).
• Implementation of tractable density estimators.
• Advanced degree (PhD or equivalent research experience) in mathematics, CS, or statistics.