Lerot: an online learning to rank framework.

Anne Schuth Katja Hofmann Shimon Whiteson Maarten de Rijke

Published in: LivingLab@CIKM (2013)

Keyphrases

learning to rank
information retrieval
exploration exploitation dilemma
loss function
ranking functions
multimedia
reinforcement learning
probabilistic model
ranking svm
data sets
feature selection
collaborative filtering
learning to rank algorithms
direct optimization
balancing exploration and exploitation