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» Ranking functions and rankings on languages
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ICFP
1999
ACM
13 years 11 months ago
Type Inference with Rank 1 Polymorphism for Type-Directed Compilation of ML
This paper defines an extended polymorphic type system for an ML-style programming language, and develops a sound and complete type inference algorithm. Different from the conve...
Atsushi Ohori, Nobuaki Yoshida
CSFW
2000
IEEE
13 years 11 months ago
Towards Automatic Verification of Authentication Protocols on an Unbounded Network
Schneider's work on rank functions [14] provides a formal approach to verification of certain properties of a security protocol. However, he illustrates the approach only wit...
James Heather, Steve Schneider
RECSYS
2010
ACM
13 years 5 months ago
List-wise learning to rank with matrix factorization for collaborative filtering
A ranking approach, ListRank-MF, is proposed for collaborative filtering that combines a list-wise learning-to-rank algorithm with matrix factorization (MF). A ranked list of item...
Yue Shi, Martha Larson, Alan Hanjalic
PAMI
2008
139views more  PAMI 2008»
13 years 7 months ago
A Fast Algorithm for Learning a Ranking Function from Large-Scale Data Sets
We consider the problem of learning a ranking function that maximizes a generalization of the Wilcoxon-Mann-Whitney statistic on the training data. Relying on an -accurate approxim...
Vikas C. Raykar, Ramani Duraiswami, Balaji Krishna...
IR
2010
13 years 4 months ago
Efficient algorithms for ranking with SVMs
RankSVM (Herbrich et al, 2000; Joachims, 2002) is a pairwise method for designing ranking models. SVMLight is the only publicly available software for RankSVM. It is slow and, due ...
Olivier Chapelle, S. Sathiya Keerthi