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147
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ACL
2010
15 years 1 months ago
Learning Better Data Representation Using Inference-Driven Metric Learning
We initiate a study comparing effectiveness of the transformed spaces learned by recently proposed supervised, and semisupervised metric learning algorithms to those generated by ...
Paramveer S. Dhillon, Partha Pratim Talukdar, Koby...
99
Voted
BIOINFORMATICS
2011
14 years 10 months ago
Cross-platform comparison of microarray data using order restricted inference
Florian Klinglmueller, Thomas Tuechler, Martin Pos...
61
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CORR
2011
Springer
122views Education» more  CORR 2011»
14 years 10 months ago
Adaptive Cluster Expansion for Inferring Boltzmann Machines with Noisy Data
Simona Cocco, Rémi Monasson
76
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EOR
2011
66views more  EOR 2011»
14 years 10 months ago
Modeling, inference and optimization of regulatory networks based on time series data
Gerhard-Wilhelm Weber, Ozlem Defterli, Sirma Zeyne...
93
Voted
CORR
2011
Springer
133views Education» more  CORR 2011»
14 years 7 months ago
Semantic Inference using Chemogenomics Data for Drug Discovery
Qian Zhu, Yuyin Sun, Sashikiran Challa, Ying Ding,...