Shaoduo Gan

I am a PhD student in DS3Lab under the supervision of Prof. Ce Zhang. My research interest mainly lies on deep learning, active learning and reinforcement learning. The motivation of my current research is to understand how the supervision really works in most of the supervised learning systems. Based on that, we can crack more tasks with weak supervision (in both quantity and quality) and optimize the human's labeling efforts in the loop. Besides, I am also interested in distributed training problem, in which we aim to accelerate the large scale training process with modern computation and communication platform, like supercomputers.

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