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Shixiang Gu

Machine learning; signal processing; deep learning
Shixiang Gu

Machine learning

Signal processing

Deep learning

Research Interests

I have broad interests in machine learning and signal processing. In particular, I am looking into machine learning involving sequential systems, such as sequence learning (e.g. speech recognition, natural language processing), active learning, and reinforcement learning. I am also interested in deep learning, and its probabilistic counterpart, i.e. deep probabilistic models.


  • Speech recognition
  • Natural Language Processing
  • Machine learning