Junjie Liang | College of Information Sciences and Technology
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Junjie Liang

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Junjie Liang
Title(s):
  • IST Ph.D. Student (Adviser: Vasant Honavar, Cohort: Fall 2017)

Contact:
Research Interests:

My research interest lies in different fields in Machine Learning
- Longitudinal Data Analysis. Predictive modeling and variable selection on data with complex correlation structure (non-i.i.d. data).
- Deep Probabilistic Models. Deep generative models, variational inference.
- Weakly Supervised Learning. Robust semi-supervised, unsupervised learning in data with weak supervision.
- Causal Inference. Disentangled learning, Counterfactual analysis.