Demonstration Projects
News aggregation
(graph clustering and ranking)
Cold-start recommendation
(collaborative filtering with link prediction)
Computer-aided second language acquisition
(automatic curriculum development)
Anomaly detection
(echo state networks)
Personal name parsing
(conditional random fields with
JBTCRF
)
Corpus summarization
(nested topic modeling and sentiment analysis)
Gesture recognition
(convolutional predictive sparse decomposition in
Theano
)
Movie ratings
(hierarchical Bayesian modeling in
PyMC3
)
Software
Topic Modeling
Modularity Clustering
Fully Personalized PageRank
Gradient Boosted Trees for Classification and Regression
Boosted Tree Conditional Random Field (CRF) Classification
Transformed Weight-Normalized Complement Naive Bayes Classification
Public Service
Environmental impact report (EIR) comments
moc.
dot
kcolbdarb@
dot
darb