Google Research

Denny Zhou


I am interested in all aspects of machine learning, from fully supervised to weakly supervised to unsupervised learning. I am currently working on: (1) Learning + knowledge. In many domains, it may not be easy to obtain a large amount of training data, but we may have had a great deal of knowledge accumulated over a long time. Exploiting knowledge could lead to effective learning with limited data; (2) Explainable AI. In many scenarios , only outputting predictions or even predictions plus statistical confidence may not be sufficient. We need to show the rationale underlying the predictions.

For more information about me, please visit my personal homepage and Google Scholar.

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