Efficient Optimization for Average Precision SVM.
Pritish MohapatraC. V. JawaharM. Pawan KumarPublished in: NIPS (2014)
Keyphrases
- average precision
- efficient optimization
- support vector
- test collection
- evaluation metrics
- retrieval effectiveness
- knn
- support vector machine
- retrieval systems
- feature selection
- vector space model
- optimization methods
- training data
- kernel function
- svm classifier
- ranked list
- feature vectors
- k nearest neighbor
- machine learning
- support vectors
- convex relaxation
- language model
- information retrieval systems
- learning algorithm
- multiple kernel learning
- information retrieval