Senior ML Research Scientist, Probabilistic Inference

Montreal, Canada

• In this role, you'll develop and evaluate probabilistic inference methods, focusing on amortized inference and translating theoretical insights into practical implementations.

• Develop inference methods for high-dimensional distributions and learning methods for large probabilistic graphical models.

• Design evaluation strategies for methods relying on probabilistic inference.

• Collaborate with mathematicians on theory related to learning and inference in probabilistic models.

• Implement theoretical proposals and analyze results to guide research directions.

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