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uncertainty estimation, risk-aware prediction,and data-efficient learning Continual, transfer, and meta-learning, with emphasis on sim-to-real and real-to-simgeneralization Applied machine learning on real
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, including uncertainty estimation, risk-aware prediction, and data-efficient learning - Continual, transfer, and meta-learning, with emphasis on sim-to-real and real-to-sim generalization - Applied machine
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systems. Montreal is home to a very active AI community including industry-led AI research groups (Google, Meta, DeepMind, Microsoft, Samsung, ServiceNow, Borealis) as well as a thriving start-up community
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learning and optimal experimental design Generative and probabilistic modeling, including uncertainty estimation, risk-aware prediction, and data-efficient learning Continual, transfer, and meta-learning