Research areas

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Robust and reliable machine learning

Making probabilistic machine learning more robust to model misspecification

Approximate inference & decision making

Accelerating machine learning algorithms for inference, design, and search

Bayesian nonparametric models & applications

Developing flexible Bayesian models and studying their properties

Recent & Upcoming Talks

Contact

  • dcai at cs.princeton.edu