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ML
2011
ACM
256views Machine Learning» more  ML 2011»
13 years 3 months ago
Constraint-based probabilistic modeling for statistical abduction
Taisuke Sato, Masakazu Ishihata, Katsumi Inoue
ML
2011
ACM
163views Machine Learning» more  ML 2011»
13 years 3 months ago
Statistical relational learning of trust
Achim Rettinger, Matthias Nickles, Volker Tresp
EACL
2009
ACL Anthology
14 years 9 months ago
N-Gram-Based Statistical Machine Translation versus Syntax Augmented Machine Translation: Comparison and System Combination
In this paper we compare and contrast two approaches to Machine Translation (MT): the CMU-UKA Syntax Augmented Machine Translation system (SAMT) and UPC-TALP N-gram-based Statisti...
José A. R. Fonollosa, Maxim Khalilov
ML
2012
ACM
388views Machine Learning» more  ML 2012»
12 years 4 months ago
Statistical analysis of kernel-based least-squares density-ratio estimation
The ratio of two probability densities can be used for solving various machine learning tasks such as covariate shift adaptation (importance sampling), outlier detection (likeliho...
Takafumi Kanamori, Taiji Suzuki, Masashi Sugiyama
ICML
2006
IEEE
14 years 9 months ago
Permutation invariant SVMs
We extend Support Vector Machines to input spaces that are sets by ensuring that the classifier is invariant to permutations of subelements within each input. Such permutations in...
Pannagadatta K. Shivaswamy, Tony Jebara