PhD Studentship (fully funded) in the topic of Machine Learning Theory

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We are seeking a PhD candidate in machine learning (ML) theory as well as theoretical-oriented topics. The project aims to theoretically understand why ML models perform well and/or design efficient training algorithms. The topics include but not limited to:

  • Generalization guarantees of over-parameterized ML models
  • Robustness of neural networks for trustworthy ML systems
  • The successful candidate is expected to have a solid background in applied mathematics/statistics/computer science or related discipline. Advanced coding skills are a big plus.

    For further details please contact Dr. Fanghui Liu , an assistant professor at University of Warwick. More information can be found on his homepage .

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