My research on machine learning and AI
I have been doing machine learning and AI for a while, about 5-6 years? My research is along the direction of Machine Learning for Structured Data. Currently I focus on developing accurate learning models for structured output prediction. In general, I am interested in
- Optimization research for machine learning - convex/non-convex optimization mostly
- Structured output prediction / max-margin learning / multilabel classification
- Kernel methods for complex data - achieving operation in high dimensional feature space with a low computation cost
- Social network / Influence network analysis
- Bioinformatics / Metagenomics
- Recommender system - recommending spatial objects
Find Here some slides about the machine learning research I have been doing for a while :laughing:
Hongyu Su
20 December 2015