Research Interests
- Methods and theories for robust machine learning systems, with a focus on weakly supervised learning problems
- Tensor decomposition
- Non-negative matrix factorization
- Stochastic optimization algorithms
Teaching Interests
- Machine learning and AI
- Signal procession
- Verification and validation