Jian Zhang
- Position:
- Research Scientist
- Address:
-
CSL, EL325
SRI International
333 Ravenswood Ave
Menlo Park, California 94025
USA
- Email: jian.zhang@sri.com
- Fax: +1 (650) 859-2844
- Tel: +1 (650) 859-4548
My research interest is in the broad area of machine learning, data mining, algorithms design and their applications, including but not limited to:
- Statistical machine learning
- Hierarchical Bayes and other graphical models, model learning, inference and prediction
- Clustering
- Kernel methods
- Additive models and boosting
- Scalable learning algorithms and systems for massive data sets
- Adaptive and proactive network security by machine learning
- User/customer profile modeling, collaborative filtering, recommendation (mass customization) systems