ICML2015 Poster
- 1. Boosted Categorical Restricted Boltzmann Machine
for Computational Prediction of Splice Junctions
Taehoon Lee SungrohYoon
Advanced Computing Laboratory
Electrical and Computer Engineering
Seoul National University
Motivation
Categorical Gradient
(Splice) Junction Prediction: Extremely Class-Imbalanced Problem
Results: Effects of Categorical Gradient
Boosted Contrastive Divergence
Results: Effects of Boosting
Results: Improved Junction Prediction Performance Results: Identification of Non-Canonical Splice Sites Conclusion