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» Probabilistic Matrix Factorization
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107
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PVLDB
2010
110views more  PVLDB 2010»
15 years 28 days ago
Read-Once Functions and Query Evaluation in Probabilistic Databases
Probabilistic databases hold promise of being a viable means for large-scale uncertainty management, increasingly needed in a number of real world applications domains. However, q...
Prithviraj Sen, Amol Deshpande, Lise Getoor
RECOMB
2002
Springer
16 years 2 months ago
From promoter sequence to expression: a probabilistic framework
We present a probabilistic framework that models the process by which transcriptional binding explains the mRNA expression of different genes. Our joint probabilistic model unifie...
Eran Segal, Yoseph Barash, Itamar Simon, Nir Fried...
141
Voted
KDD
2012
ACM
188views Data Mining» more  KDD 2012»
13 years 5 months ago
A probabilistic model for multimodal hash function learning
In recent years, both hashing-based similarity search and multimodal similarity search have aroused much research interest in the data mining and other communities. While hashing-...
Yi Zhen, Dit-Yan Yeung
ENTCS
2007
89views more  ENTCS 2007»
15 years 2 months ago
Weak Probabilistic Anonymity
Abstract. Anonymity means that the identity of the user performing a certain action is maintained secret. The protocols for ensuring anonymity often use random mechanisms which can...
Yuxin Deng, Catuscia Palamidessi, Jun Pang
CVPR
2004
IEEE
16 years 4 months ago
Joint Feature-Basis Subset Selection
We treat feature selection and basis selection in a unified framework by introducing the masking matrix. If one considers feature selection as finding a binary mask vector that de...
Shai Avidan