- Global Analysis of Spatiotemporal Gene Expression Dynamics in
Drosophila, invited lecture to "CSE 494/598: Introduction to
Data Mining" class at Arizona State University, 2009.
- Machine Learning for Biomedical Informatics, invited lecture
to "BMI 502: Research Methods in Biomedical Informatics" class at Arizona
State University, 2009.
- 3D Convolutional Neural Networks for Human Action Recognition.
NEC Laboratories America, Cupertino, CA, August 19, 2009.
- Linear dimensionality reduction for
multi-label classification,
The 21st International Joint Conference on Artificial
Intelligence (IJCAI 2009), Pasadena, CA, July 17th, 2009.
slides
- An accelerated gradient method for
trace norm minimization,
The 26th International Conference on Machine Learning (ICML 2009),
Montreal, Canada, June 16th, 2009. slides
- Machine learning approaches for Drosophila gene expression
pattern image analysis, invited lecture to "CSE591: Machine Learning and
Applications" class at Arizona State University, 2009.
- Smooth Minimization of Non-smooth Functions, Machine Learning
Seminar, Arizona State University, 2009. slides
- Extracting shared subspace for multi-label
classification, The 14th ACM SIGKDD International
Conference on Knowledge Discovery and Data Mining (SIGKDD 2008), Las Vegas,
August 26th, 2008. slides
- Approximate inference in graphical models, Machine Learning
Seminar, Arizona State University, 2007. slides
- Latent Dirichlet allocation, Machine Learning Seminar, Arizona
State University, 2007. slides
- Machine learning approaches for Drosophila gene expression
pattern image analysis, The 39th Symposium on the Interface:
Computing Science and Statistics (Interface 2007), Philadelphia, May 26th,
2007.