Assignment Descriptions (View All)
Paper Presentations
Sept 19–Oct 15, 2007
In 5-10 minutes give an overview of your chosen research paper. Make sure to clearly state the paper's significance and support it with a high-level description of the approach taken and results achieved. In other words, tell us briefly what the goal of the paper was, how they attempted to achieve the goal and how successful they were. Be prepared to answer questions.
Some good sources for potential papers include (but are not limited to):
- Proceedings of Neural Information Processing Systems
- Proceedings of the International Conference on Machine Learning
- Neural Networks
- IEEE Transactions on Neural Networks
- Neural Computation
- Machine Learning
- Journal of Artificial Intelligence Research
- Journal of Machine Learning Research
Presentation Schedule
- Sep 24 — Mike Smith
- Outlier Detection by Active Learning
- Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. ???, 2006.
- Sep 26 — Yan Shi
- Pareto-based Multiobjective Machine Learning: An Overview and Case Studies
- IEEE Transactions on Systems, Man and Cybernetics (Part C) 38(3), pp. ???, 2008.
- Oct 01 — Jie Long
- Gesture-Based Affective Computing on Motion Capture Data
- Proceedings of the International Conference on Affective Computing and Intelligent Interaction, pp. ???, 2005.
- Oct 03 — Aaron Dennis
- Machine Learning for Sequential Data: A Review
- Structural, Syntactic, and Statistical Pattern Recognition, pp. 227-246, 2002.
- Oct 08 — Heather Chan
- Cascaded Bidirectional Recurrent Neural Networks for Protein Secondary Structure Prediction
- IEEE/ACM Transactions on Computational Biology and Bioinformatics 4(4), pp. 572-582 2007.