As an Assistant Professor at the Chinese University of Hong Kong (CUHK), I am leading a research team that specializes in machine learning, computer vision, and big data analytics. Particularly, my research interest revolves around deep learning methodologies, probabilistic modeling and inference, high-level visual understanding, and generative image modeling.
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machine learninggraphical modelmcmccourseprobabilistic inferencemeasure theoryfunctional analysismathematicsmonte carlosamplinggibbs samplinghamiltonian monte carloexponential familyconjugate priorprobabilistic modelvariational estimationexpectation maximizationmean field
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