Research Interests
- Statistical machine learning
- Uncertain data analysis and fusion
- Causal-inspired machine learning
- Graph data analysis
- Reliability analysis
What are we doing
In simple terms, our goal is try to address the following issues in machine learning:
Know what the machine knows, and understand why it knows
Know what the machine does not know, and be aware of why it does not know
知明者,溯其光;知晦者,探其疆。
Openings
- I have openings for students who want to conduct research related to statistical machine learning, causal machine learning and complex networks, please feel free to contact me if you are interested.