Efficient gradient descent algorithm for sparse models with application in learning-to-rank.

Hanjiang Lai Yan Pan Yong Tang Ning Liu

Published in: Knowl. Based Syst. (2013)

Keyphrases

learning to rank
objective function
learning algorithm
cost function
probabilistic model
loss function
information retrieval
similarity measure
optimization algorithm
training data
active learning
text categorization