Lei Li

Research Scientist
Institute of Deep Learning
Baidu Research
Sunnyvale, CA

My interest is to advance machine intelligence to better assist human. To this end, I develop machine learning and statistical technologies that learn from data and past experience.

Foundational Learning Paradigm and Algorithms

  • Probabilsitic programming language and compilers
  • Deep learning, Recurrent Neural Networks
  • Large scale optimization methods

Language Understanding

  • Dialog modeling and synthesis
  • Automatic question answering
  • Shallow structured parsing

Data mining

  • Mining co-evolving time series
  • Physiological signal modelling
  • Data center traces and monitoring, green data center
  • App-market mining


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