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» Preference-based learning to rank
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CIKM
2011
Springer
13 years 10 months ago
A pairwise ranking based approach to learning with positive and unlabeled examples
Sundararajan Sellamanickam, Priyanka Garg, Sathiya...
SODA
2007
ACM
145views Algorithms» more  SODA 2007»
14 years 11 months ago
Aggregation of partial rankings, p-ratings and top-m lists
We study the problem of aggregating partial rankings. This problem is motivated by applications such as meta-searching and information retrieval, search engine spam fighting, e-c...
Nir Ailon
88
Voted
CAV
2012
Springer
198views Hardware» more  CAV 2012»
13 years 16 days ago
Termination Analysis with Algorithmic Learning
An algorithmic-learning-based termination analysis technique is presented. The new technique combines transition predicate abstraction, algorithmic learning, and decision procedure...
Wonchan Lee, Bow-Yaw Wang, Kwangkeun Yi
SIGIR
2009
ACM
15 years 4 months ago
Incorporating prior knowledge into a transductive ranking algorithm for multi-document summarization
This paper presents a transductive approach to learn ranking functions for extractive multi-document summarization. At the first stage, the proposed approach identifies topic th...
Massih-Reza Amini, Nicolas Usunier
JMLR
2008
111views more  JMLR 2008»
14 years 10 months ago
Ranking Categorical Features Using Generalization Properties
Feature ranking is a fundamental machine learning task with various applications, including feature selection and decision tree learning. We describe and analyze a new feature ran...
Sivan Sabato, Shai Shalev-Shwartz