Portrait of Kenneth Tran

Kenneth Tran

Principal Research Engineer

About

I’m currently a Principal Research Engineer in the Deep Learning Technology Center. I have a wide interest in Machine Learning spanning from optimization algorithms to distributed systems.

My current main research pursuit is deep reinforcement learning with focus on

  • off-policy learning and sample efficient methods, safe exploration, reverse reinforcement learning
  • and real-world optimal control applications, including drones control, data center energy optimization, indoor farming optimization, etc.

Previously, I’ve also worked on

  • Convolutional neural nets and computer vision (object detection, image segmentation, image classification, etc.)
  • Image captioning and multimodal modeling
  • Optimization algorithms (SDCA, etc.)
  • DL/ML platform

In addition, I’m also the chief mentor of Microsoft AI School’s advanced projects class.

Projects

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