Informatics Ph.D. Student
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.